Papers

Cook JL, Rucinski K, Crecelius CR, Cunningham S, Guess TM., (2023), Prospective, Randomized Clinical Trial Comparing a Novel Motion-Assistive Device to Standard Physical Therapy for Initial Management of Knee Range of Motion after Primary Total Knee Arthroplasty. J Knee Surg. 2023 Mar;36(4):424-430.

J. Thomas, S. Weiss, R. Bliss, T.M. Guess, (2023) Serial Subtraction Dual-Task Alters Lateral Step Down Tibiofemoral Kinematics in Healthy Adults, International Journal of Sports Medicine, Published Online

*Popejoy, L.L., Zaniletti, I., Anderson, L., Lane, K., Anderson, L., Miller, S., & Rantz, M. (2022). Longitudinal analysis of aging in place at Tiger Place: Resident function and well-being. Geriatric Nursing 45, 47-54. https://doi.org/10.1016/j.gerinurse.2022.02.030

A.K. Mishra, M. Skubic, L.A. Despins, M. Popescu, J. Keller, M. Rantz, C. Abbott, M. Enayati, S. Shalini, S. Miller, “Explainable Fall Risk Prediction in Older Adults Using Gait and Geriatric Assessments,” Frontiers Digital Health, 06 May 2022 Sec. Connected Health Volume 4 - 2022 https://doi.org/10.3389/fdgth.2022.869812

D.M. Brogan, A. Anaz, M. Skubic, C. Dy, & J. Bridgeman, “A System for Automated Acquisition of Digital Flexion Using a 3-D Camera and Custom Gantry,” Hand Therapy, Accepted, June 2022

J.B. Hall, T.M. Guess, (2022) The effect of an ankle-foot orthosis on tibiofemoral motion during step-up and step-down in healthy adults, Prosthet Orthot Int 46(2) (2022) 148-154. https://www.ncbi.nlm.nih.gov/pubmed/35412522

M. Zaid, L. Sala, J.R. Ivey, D.L. Tharp, C.M. Mueller, P.K. Thorne, S.C. Kelly, K.A. Santos Silva, A.R. Amin, P. Ruiz-Lozano, M.S. Kapiloff, L. Despins, M. Popescu, J. Keller, M. Skubic, S. Ahmad, C.A. Emter, G. Guidoboni, “Mechanism-driven modeling to aid noninvasive monitoring of cardiac function via ballistocardiography,” Frontiers in Medical Technology, in press, 2022.

Proffitt, R., Ma, M., & Skubic, M. (2022). Novel clinically-relevant assessment of upper extremity movement using depth sensors. Topics in Stroke Rehabilitation, 30(1), 11-20. https://doi.org/10.1080/10749357.2021.2006981

Rusinski, K., Williams, J., Crecelius, C.R., Redington, L., Guess, T.M, Cook, J.L., (2022), Are All Unloader Braces Created Equal?: Recommendations for Evidence-Based Implementation of Unloader Braces for Patients with Unicompartmental Knee OA, The Journal of Knee Surgery, 35 (03), 249-254.

T.M. Guess, R. Bliss, J.B. Hall, A.M. Kiselica, (2022) Comparison of Azure Kinect over ground gait spatiotemporal parameters to marker based optical motion capture, Gait & posture 96 (2022) 130-136. https://www.ncbi.nlm.nih.gov/pubmed/35635988

Thomas, J.B. Hall, R. Bliss, T.M. Guess, (2022) Comparison of Azure Kinect and optical retroreflective motion capture for kinematic and spatiotemporal evaluation of the sit-to-stand test, Gait & posture 94 (2022) 153-159. https://www.ncbi.nlm.nih.gov/pubmed/35334335

*Wu, W., Keller, J.M., Skubic, C., Popescu, M., Lane, K. (2021). Early detection of health changes in the elderly using in-home multi-sensor data streams. ACM Transactions on Computing for Healthcare, 2(3), 1-23. https://doi.org/10.1145/3448671

Gupta, P., Ibrahim, O., Skubic, M., Scott, G., "Leveraging Unsupervised Machine Learning to Discover Patterns in Linguistic Health Summaries for Eldercare", 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) , 2021 Nov 2021:2180-2185.

Harrington, Christina & Jelen, Ben & Lazar, Amanda & Martin-Hammond, Aqueasha & Pradhan, Alisha & Reeder, Blaine & Siek, Katie. (2021). Taking Stock of the Present and Future of Smart Technologies for Older Adults and Caregivers.

Heise, D., Yi, R., and Despins, L., "Unobtrusively Detecting Apnea and Hypopnea Events via a Hydraulic Bed Sensor", Proceedings of the 16th IEEE International Symposium on Medical Measurements and Applications (MeMeA 2021), June 2021."

Jahnke, I., Phillips, L., Demir, F., Abbott, C. & Skubic, M. “A Fall Risk Evaluation and Feedback System for Older Adults – From a Technical to a Sociotechnical Need,” Intl. Journal of Sociotechnology and Knowledge Development, April 2021, 13(2):105-118.

Jahnke, I., Riedel, N., Popescu, M., Skubic, M. & Rantz, M. “Social Practices of Nurse Care Coordination Using Sensor Technologies - Challenges with an Alert System Adoption in Assisted Living Communities for Older Adults,” International Journal of Nursing Sciences Volume 8, Issue 3, 10 July 2021, Pages 289-297.

Jiao, C., Chen, C., Gou, S., Hai, D., Su, B.-Y. Skubic, M., Jiao, L., Zare, A. and Ho, K.C. “Non-invasive Heart Rate Estimation from Ballistocardiograms using Bidirectional LSTM Regression,” IEEE J. of Biomedical and Health Informatics, vol. 25, no. 9, pp. 3396-3407, Sept. 2021, doi: 10.1109/JBHI.2021.3077002.

Mattia Marazzi N, Guidoboni G, Zaid M, Sala L, Ahmad S, Despins L, Popescu M, Skubic M and Keller J (2021) Combining Physiology-Based Modeling and Evolutionary Algorithms for Personalized, Noninvasive Cardiovascular Assessment Based on Electrocardiography and Ballistocardiography. Frontiers in Physiology. 12:739035. doi: 10.3389/fphys.2021.739035.

R. Proffitt, M. Ma, and M. Skubic, “Novel Clinically-Relevant Assessment of Upper Extremity Movement Using Depth Sensors,” Topics in Stroke Rehabilitation, published online 1-4-2022 https://doi.org/10.1080/10749357.2021.2006981.

Ward, T., Skubic, M., Rantz, M., & Vorderstrasse, A. (2020). Human-Centered Approaches that Integrate Sensor Technology Across the Lifespan: Opportunities and Challenges. Nursing Outlook, 68(6), 734-744.*

Wu, W., Keller, J.M., Skubic, M., Popescu, M. & Lane, K.R. “Early Detection of Health Changes in the Elderly Using In-Home Multi-Sensors Data Streams,” ACM Transactions on Computing for Healthcare, 2(3), Article No. 22, pp. 1-23, 2021.

Anderson, B., Reeder, B., Hekademeia: Sustainable Research Technology Infrastructure for Persistent Project Access Across Funding Gaps. AMIA Annual Symposium 2020; November 14-18, 2020; Chicago, IL.

Anderson, L. & Lane, K. (2020). Characteristics of falls and recurrent falls in residents of an Aging-in-Place community: A case-control study. Applied Nursing Research. https://doi.org/10.1016/j.apnr.2019.151190 https://www.sciencedirect.com/science/article/pii/S0897189719302605

Baker, B. S., Weitzel, K. J., Royse, L. A., Miller, K., Guess, T. M., Ball, S. D., & Duren, D. L. (2020). Efficacy of an 8-Week Resistance Training Program in Older Adults: A Randomized Controlled Trial. J Aging Phys Act, 1-9. doi:10.1123/japa.2020-0078

Connelly, K., Molchan, H., Bidanta, R., Siddh, S., Lowens, B., Caine, K,, Demiris, G., Siek, K., & Reeder. B., "Evaluation framework for selecting wearable activity monitors for research." mHealth [Online], 0 (2019): n. pag. Web. 21 Jul. 2020

Despins, L.A., Guidoboni, G., Skubic, M., Sala, L., Enayati, M., Popescu, M., & Deroche, C. (2020). Using sensor signals in the early detection of heart failure: A case study. Journal of Gerontological Nursing, 46(7), 41-46. doi: 10.3928/00989134-20200605-07

Drake-Morrow, C., Reeder, B., Perraillon, M., et al. Information Needs of Skilled Nursing Facility Staff to Support Heart Failure Disease Management AMIA Annual Symposium 2020; November 14-18; Chicago, IL.

Gallimore M., Reeder B.. Systematic Review of Consumer Health Informatics Efforts to Influence Childhood Vaccine Uptake. AMIA Annual Symposium 2020; November 14-18; Chicago, IL.

Howland C., Gallimore M., Chase J-A., Reeder B.. Usability and Feature Evaluation of the Amazfit Bips Smart Watch Using Precision START methodology. AMIA Annual Symposium 2020; November 14-18; Chicago, IL.

Makic MB., Gilbert D., Jankowski C., et al. Sensor and Survey Measures Associated With Daily Fatigue in HIV: Findings From a Mixed-Method Study. J Assoc Nurses AIDS Care. 2020;31(1):12-24. doi:10.1097/JNC.0000000000000152

Mishra, A., Skubic, M., Popescu, M., Lane, K., Rantz, M., Despins, L., Abbott, C., Keller, J., Robinson, E., & Miller, S. (2020). Tracking Personalized Functional Health in Older Adults Using Geriatric Assessments. BMC Medical Informatics and Decision Making, 20(1), 1-10.*

Reeder B., Chung J., Lyden K., Winters J., Jankowski CM.. Older Women’s Perceptions of Wearable and Smart Home Activity Sensors. Informatics for Health and Social Care. 2020;45(1):96-109.

Reeder B., Makic MBF., Drake C., et al. Design and Evaluation of Low-Fidelity Visual Display Prototypes for Multiple Hospital-Acquired Conditions. Computers Informatics Nursing, 2020 Nov;38(11):562-571.

Robinson, Erin L., PhD, MSW, MPH; Park, Geunhye, MA., Lane, Kari, PhD, RN, MOT; Skubic, Marjorie, PhD, Rantz, Marilyn, PhD, RN, Technology for Healthy Independent Living: Creating a Tailored In-Home Sensor System for Older Adults and Family Caregivers. FAAN Journal of Gerontological Nursing. 2020;46(7):35-40

Ullal, A., Su, B. Y., Enayati, M., Skubic, M., Despins, L., Popescu, M. & Keller, J., “Non-Invasive Monitoring of Vital Signs for Older Adults Using Recliner Chairs,” Health and Technology, 11, pp. 169-184, 2021 (published online: Nov. 5, 2020).

Anderson, Linda K. and Lane, Kari, (2019), Characteristics of falls and recurrent falls in residents of an aging in place community: A case-control studyApplied Nursing Research, https://doi.org/10.1016/j.apnr.2019.151190

Campbell, G., Donovan, H. and Skubic, M. From Concept to Clinic, accepted for the Council for the Advancement of Nursing Science, Washington, D.C., October, 2019.

Enayati, M., Skubic, M., and Farahani, N.Z., “Ballistocardiographic Estimation of Cardiac Ejection Curve for Heartbeat Detection,” IEEE-EMBS Intl. Conf. on Biomedical and Health Informatics, Chicago, IL, May, 2019 (poster presentation).

Galambos, Colleen, PhD, ACSW, LCSW-C, FGSA; Rantz, Marilyn, PhD, RN, FAAN; Craver, Andy, MS, MPH; Bongiorno, Marie, MSW; Pelts, Michael, PhD, MSW; Holik, Austin John, BA; Jun, Jung Sim PhD, MSW Living With Intelligent Sensors, CIN: Computers, Informatics, Nursing: December 2019 - Volume 37 - Issue 12 - p 615-627 doi: 10.1097/CIN.0000000000000555

Guidoboni, G., Sala, L., Enayati, M., Sacco, R., Szopos, M., Keller, J., Popescu, M., Despins, L., Huxley, V.H., Skubic, M., “Cardiovascular function and ballistocardiogram: a relationship interpreted via mathematical modeling”. IEEE Transactions on Biomedical Engineering. 2019 Feb 6. doi: 10.1109/TBME.2019.2897952. [Epub ahead of print]

J.F. Nettrour, S.S. Razu, J.A. Keeney, T.M. Guess, (2019) Femoral Component Malrotation Produces Quadriceps Weakness and Impaired Ambulatory Function following Total Knee Arthroplasty: Results of a Forward-Dynamic Computer Model, J Knee Surg 33(11) (2019) 1121-1127.

Jain, A., Keller, J., Popescu, M. Explainable AI for Dataset Comparison. Fuzzy Systems (FUZZ-IEEE), 2019 IEEE International Conference on; 2019 23-26 Jun. 2019.

Jain, A., Popescu, M., Keller J, Rantz, M., Markway, B., Linguistic Summarization of In-Home Sensor Data. Journal of biomedical informatics. 2019 Jun 28:103240.

Lane, K., Robinson, E., Minner, D., Popejoy, L., Rantz, M., Skubic, M., Koopman, R., Park, G. (2019). How Can Family-Centered Case Management Be Utilized in a Case of Rapidly Progressive Dementia? 43rd Annual Midwest Nursing Research Conference, March 27-30, 2019, Kansas City, MO (poster presentation)

Ma, M., Tang, T., Hu, H., Proffitt, R., and Skubic, M., “Assessment of Hand Movement Efficiency in a Rehabilitation Game,” IEEE-EMBS Intl. Conf. on Biomedical and Health Informatics, Chicago, IL, May, 2019 (poster presentation).

Mishra, A. K., Skubic, M., Despins, L. A., Popescu, M., Rantz, M., Keller, J., and Lane, K., "Development of a Functional Health Index for Older Adults using the Electronic Health Record," in IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), May 19-22, 2019, Chicago, IL, USA

Mishra, A., Skubic, M., Popescu, M., Keller, J., Buck, A., Despins, L.A., Rantz, M., and Lane, K., “Development of a Fuzzy Functional Health Index for Older Adults using Geriatric Assessments,” IEEE Intl. Conf. on Fuzzy Systems, New Orleans, LA, June, 2019 (poster presentation).

Moore, Z., Sifferman, C., Tullis, S., Ma, M., Proffitt, R., & Skubic, M. (2019). Depth sensor-based in-home daily activity recognition and assessment system for stroke rehabilitation. Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 1051-1056. http://doi.org/10.1109/BIBM47256.2019.8983376

P. Newland, A. Salter, A. Flach, L. Flick, F. Thomas, E. Gulick, M. Rantz, M. Skubic, “Associations between Self-Reported Symptoms and Gait Parameters Using In-Home Sensors in Persons with Multiple Sclerosis,” Rehabilitation Nursing Journal, pre-print available online, January 14, 2019,

S. Shalini, A. Hill, A. Jain, M. Skubic, and J. Keller, “Interactive Consumer Interface Design for Older Adults Using Fuzzy-Based Linguistic Summaries,” IEEE Intl. Conf. on Fuzzy Systems, New Orleans, LA, June, 2019 (poster presentation).

S. Shalini, T. Levins, E.L. Robinson, K. Lane, G. Park and M. Skubic, Development and Comparison of Customized Voice-Assistant Systems for Independent Living Older Adults, HCII conference, Orlando, FL, July, 2019.

Su B-Y, Enayati M, Ho K-C, Skubic M, Despins D, Keller J, Popescu M, Guidoboni G & Rantz M, “Monitoring the Relative Blood Pressure Using a Hydraulic Bed Sensor System,” IEEE Trans. on Biomedical Engineering, 66(3): 740-748, March, 2019. doi: 10.1109/TBME.2018.2855639.

W. Wu, J. Keller, M. Skubic, and M. Popescu, “Data Stream Trajectory Analysis Using Sequential Possibilistic Gaussian Mixture Model,” Proc., IEEE Intl. Conf. on Fuzzy Systems, New Orleans, LA, June, 2019.

Yi, Ruhan; Enayati, Moein; Keller, James; Popsescu, Mihail and Skubic, Marjorie, "Non-Invasive In-Home Sleep Stage Classification Using a Ballistocardiography Bed Sensor" 2019 IEEE EMBS International Conference on Biomedical & Health Informatics(BHI)

Anaz, A.H.S. A., Skubic, M., Bridgeman, J. and Brogan, D. M. "Classification of Therapeutic Hand Poses Using Convolutional Neural Networks," Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, 2018, pp. 3874-3877. doi: 10.1109/EMBC.2018.8513260

Campbell, Grace and Skubic, Marjorie. “New Frontiers in Functional Assessment for Cancer Survivors: Sensor-Based Assessment of Neuropathy-Related Balance and Gait Impairment,” Clinical Journal of Oncology Nursing, 2018, 22(3), 316-325. doi: 0.1188/18.CJON.

Enayati, M., Skubic, M., Keller, J.M., Popescu, M. and Farahani, N.Z. “Sleep Posture Classification Using Bed Sensor Data and Neural Networks, Proc., Intl. Conf. of the IEEE EMBS, Honolulu, July, 2018, pp. 461-465..

Enayati, M., Skubic, M., Lauriello, J. “Monitoring of Vital Signs and Activity of Psychiatric Patients,” NSF Smart and Connected Health Workshop, Washington, DC, Sept., 2018.

Guidoboni, G., Sala, L., Enayati, M., Sacco, R., Szopos, M., Keller, J., Popescu, M., Despins, L., Huxley, V. and Skubic, M. “Ballistocardiography and passive cardiovascular monitoring: synergy between theoretical and experimental approaches,” NSF Smart and Connected Health Workshop, Washington, DC, Sept., 2018.

Jiao, C., Su, B.-Y., Lyons, P., Zare, A., Ho, K.C., Skubic, M. “Multiple Instance Dictionary Learning for Beat-to-Beat Heart Rate Monitoring from Ballistocardiograms,” IEEE Trans. on Biomedical Engineering, 65(11), 2634-2648, Nov. 2018. doi: 10.1109/TBME.2018.2812602. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8307229&isnumber=8496928

Ma, M., Meyer, B. J., Lin, L., Proffitt, R. and Skubic, M. "VicoVR-Based Wireless Daily Activity Recognition and Assessment System for Stroke Rehabilitation," 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Madrid, Spain, 2018, pp. 1117-1121

Ma, M., Proffitt, R., Skubic, M. “Validation of Kinect V2 in a Full-Body Virtual Reality Rehabilitation Game,” PLOS ONE, August, 2018, 13(8): e0202338.

Ma, M., Proffitt, R., & Skubic, M. (2018). Validation of a Kinect V2 based rehabilitation game. PLoS ONE, 13(8), e0202338. https://doi.org/10.1371/journal.pone.0202338

Meyer, B. J., Lin, L., Proffitt, R., & Skubic, M. (2018). VicoVR-based wireless daily activity recognition and assessment system for stroke rehabilitation. Proceedings of the 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 1117-1121. http://dx.doi.org/10.1109/BIBM.2018.8621151.

Mishra, Anup K. , Skubic, Marjorie, Willis, Brad W., Guess, Trent, Gray, Aaron D. and Sherman, Seth L. 2018. A Novel Depth Image Analysis Method to Calculate the Anterior Reach of the Modified Star Excursion Balance Test. In Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '18). ACM, New York, NY, USA, 11-14.

Robinson, E.L., Lane, K., Skubic, M., Park, G., Shalini, S., Levins, T., Rantz, M., Koopman, R., “Creating a Tailored, In-Home, Sensor System to Facilitate Healthy Aging: The Consumer Perspective,” 2018 Annual Scientific Meeting, The Gerontological Society of America, Nov., 2018, Boston, MA (poster presentation).

Robinson, E.L., Lane, K., Skubic, M., Park, G., Shalini, S., Levins, T., Rantz, M., Koopman, R., “Creating a Tailored, In-Home, Sensor System to Facilitate Healthy Aging: The Consumer Perspective,” Innovation in Aging, Volume 2, Issue suppl_1, November 2018, pp. 912,

Su, B.-Y., Ho, K.C., Rantz, M. and Skubic, M. “Radar Placement for Fall Detection: Signature and Performance,” Journal of Ambient Intelligence and Smart Environments, 10(1):21-34, 2018

Willis BW, Sherman SL, Gulbrandsen T, Miller SM, Guess TM, Siesener NJ, Guess TM, Blecha K, Huo Z, Skubic M, Gray AD. Sex Differences in Jump Landing Mechanics of Youth Athletes during Ages of Increased Risk for ACL Injury: Utilization of a Portable Motion Sensor. National Strength & Conditioning Association Annual Meeting. Poster Presentation. Indianapolis, IN. July, 2018

Banerjee, T., Yefimova, M., Keller, J., Skubic, M., Woods, D.L. & Rantz, M., "Exploratory analysis of older adults’ sedentary behavior in the primary living area using Kinect depth data," Journal of Ambient Intelligence and Smart Environments, Vol. 9, pp. 163-179, 2017.

Bazan Antequera, R., Calyam, P., Chemodanov, D., Berryman, A., Donato, W. de, Mishra, A., Zhu, T., Sridharan, M., Pescape, A. Skubic, M. “Socio-technical Approach to Engineer Gigabit App Performance for Physical Therapy-as-a-Service”, Proc., IEEE Intl. Conf. on e-Health, Networking, Application & Services, Dalian, China, Oct., 2017.

Calyam, P., Jahnke, I., Mishra, A., Bazan Antequera, R., Chemodanov, D. & Skubic, M, “Towards an Eldercare Living Lab for Sensor-Based Health Assessment and Physical Therapy,” IEEE Cloud Computing, May/June, 2017.

Collins, J., Warren, J., Ma, M., Proffitt, R. and Skubic, M. “Stroke Patient Daily Activity Observation System,” Proc, Intl. Conf. on Bioinformatics and Biomedicine, Kansas City, MO, Nov., 2017

Collins, J., Warren, J., Ma, M., Proffitt, R., & Skubic, M. (November 13-16, 2017). Stroke patient daily activity observation system. Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 1, 844-848. http://doi.org/10.1109/BIBM.2017.8217765.

Davis, L., Willis, B., Gray, A., Sherman, S., Razu, S., Jahandar, A., Skubic, M., Blecha, K. & Guess, T., “Simplifying Anterior Cruciate Ligament Injury Screening: A Jump in the Right Direction,” American Physical Therapy Association Combined Sections Meeting. Poster Presentation (National) San Antonio, TX. Feb., 2017.

Enayati, M., Su, B.Y., Despins, L., Skubic, M., Keller, J.M., and Popescu, M., "Investigating the Interaction between Ballistocardiogram and Respiratory Phases," Proceedings, International Conference on Biomedical and Health Informatics (BHI 2017), Orlando FL, Feb 2017.

Galambos, C., Rantz, M., Back, J., Jun, J.S., Skubic, M. & Miller, S., “Older Adults’ Perceptions and Preferences of a Fall Risk Assessment System: Exploring a Stages of Acceptance Model,” Computers, Informatics, Nursing, doi: 10.1097/CIN.0000000000000330, Vol. 35, No. 7, July 2017, pp. 331-337.

Gargees, R., Keller, J. and Popescu, M. "Early illness recognition in older adults using transfer learning," 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Kansas City, MO, 2017, pp. 1012-1016. doi: 10.1109/BIBM.2017.8217795

Gray AD, Willis BW, Skubic M, Huo Z, Razu S, Sherman SL, Guess TM, Jahandar A, Gulbrandsen TR, Miller S, Siesener NJ. (2017) Development and Validation of a Portable and Inexpensive Tool to Measure the Drop Vertical Jump Using the Microsoft Kinect V2. Sports health. 2017;9(6):537-44. doi: 10.1177/1941738117726323. PubMed PMID: 28846505; PMCID: PMC5665114.

Gray, A.D., Willis, B.W., Skubic, M., Huo, Z., Razu, S., Sherman, S., Guess, T., Jahandar, A., Gulbrandsen, T., Miller, S., Siesner, N. “Development and Validation of a Portable and Inexpensive Tool to Measure the Drop Vertical Jump using the Microsoft KinectTM V2.” Sports Health, August, 2017, DOI: 10.1177/1941738117726323.

Guess, T. M., S. Razu, A. Jahandar, M. Skubic and Z. Huo (2017). "Comparison of 3D Joint Angles Measured With the Kinect 2.0 Skeletal Tracker Versus a Marker-Based Motion Capture System." Journal of Applied Biomechanics, 33(2): 176-181. doi: 10.1123/jab.2016-0107. PubMed PMID: 27918704

Jain, A., Popescu, M., Keller, J., Belden, J.L., Koopman, R.J., Patil, S.J., Canfield, S.M., Steege, L.M., Shaffer, V.A., Wegier, P., Valentine, K.D. "A decision support system for home BP measurements." InProceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare 2017 May 23 (pp. 231-234). ACM.

Ma, M., Hotrabhavananda, B., Hall, J. and Skubic, M. “Assistive Adjustable Smart Shower System,” IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies, Philadelphia, PA, July, 2017.

Ma, M., Proffitt, R. and Skubic, M. “Quantitative Assessment and Validation of a Stroke Rehabilitation Game,” IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies, Philadelphia, PA, July, 2017.

Ma, M., Proffitt, R., & Skubic, M. (2017). Quantitative assessment and validation of a stroke rehabilitation game. Proceedings of the 2017 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), 255-257. http://dx.doi.org/10.1109/CHASE.2017.90.

Ma, M., Skubic, M., Ali, K. and Hubbard, J. “Angel-Echo: A Personalized Healthcare Application,” IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies, Philadelphia, PA, July, 2017.

Mishra, A., Skubic, M., Willis, B.W., Guess, T.M., Razu, S., Abbott, C. & Gray, A.D., “Examining Methods to Estimate Static Body Sway from the Kinect V2.0 Skeletal Data: Implications for Clinical Rehabilitation,” Proc., Intl. Conference on Pervasive Health, Barcelona, Spain, May, 2017.

Newland, P., Kimutis, A., Salter, A., Flick, L., Thomas, F.P., Rantz, M. & Skubic, M., “Continuous In-Home Symptom and Mobility Measures for Individuals With Multiple Sclerosis: A Case Presentation,” Journal of Neuroscience Nursing. 49(4):241-246, August 2017.

O'Connor, J.J., Phillips, L.J., Folarinde, B., Alexander, G.L., Rantz, M (2017). "Assessment of fall characteristics from depth sensor videos." Journal of Gerontological Nursing, 43(7), 13-19. 10.3928/00989134-20170614-05.

Rantz, M, Phillips, LJ, Galambos, C, Lane, K, Alexander, GL, Despins, L, Koopman, RJ, Skubic, M, Hicks, L, Miller, S, Harris, BH, Deroche, CB. Randomized trial of intelligent sensor system for early illness alerts in senior housing. Journal of American Medical Directors Association, 18(10):860-870, 2017.

Rantz, M.J., Lane, K.R., Popejoy, L.L., Galambos, C., Phillips, L.J., Hicks, L., Alexander, G., Despins, L., Koopman, R., Skubic, M., Popescu, M., Keller, J., “Aging in Place: Adapting the Environment,” In PA Grady & AS Hinshaw (Eds.) Using Nursing Research to Shape Health Policy. New York, NY: Springer Publishing, 2017.

Rosales, L., Su, B-Y, M., Skubic, M. & Ho, KC., “Heart Rate Monitoring Using Hydraulic Bed Sensor Ballistocardiogram,” Journal of Ambient Intelligence and Smart Environments, Vol. 9, pp. 193-207, 2017.

Rui, L., Chen, S., Ho, KC., Rantz, M. & Skubic, M., “Estimation of human walking speed by Doppler radar for elderly care," Journal of Ambient Intelligence and Smart Environments, Vol. 9, pp. 181-191, 2017.

Skubic, M., “Squaring the Life Curve: How Can Robots Help?” Panel on Assistive and Rehabilitative Robotics: Potential and Challenges, Annual Meeting of American Association for the Advancement of Science (AAAS), Boston, Feb., 2017.

Wallace, R., Abbott, C. & Skubic, M., “Exploring Clinical Correlations in Centroid-Based Gait Metrics from Depth Data Collected in the Home,” Proc., Intl. Conference on Pervasive Health. Barcelona, Spain, May, 2017.

Wallace, R., Abbott, C., Gibson-Horn, C., Rantz, M. and Skubic, M. “Metrics from In-Home Sensor Data to Assess Gait Change Due to Weighted Vest Therapy,” Smart Health, vol. 3-4, pp. 1-19, Sept., 2017.

Willis, B.W., Razu, S., Baggett, K., Jahandar, A., Gray, A.D., Skubic, M., Sherman, S.L., Blecha, K., Guess, T.M. “Sex Differences in Frontal and Transverse Plane Hip and Knee Kinematics During the Modified Star Excursion Balance Test,” Human Movement, 18(3), 26-33.

Banerjee, T., Yefimova, M., Keller, J., Skubic, M., Woods, DL., & Rantz, M., "Case studies of older adults’ sedentary behavior in the primary living area using Kinect depth data," Journal of Ambient Intelligence and Smart Environments, 9(2):163-179, February 2017.

Guess, T.M., Razu, S., Jahandar, A., Skubic, M. & Huo, Z., “Comparison of 3D Joint Angles Measured With the Kinect 2.0 Skeletal Tracker Versus a Marker Based Motion Capture System,” Journal of Applied Biomechanics, 2016:1-18.

Newland, P., Wagner, JM., Salter, A., Thomas, F.P., Skubic, M. & Rantz, M., “Exploring the Feasibility and Acceptability of Sensor Monitoring of Gait and Falls in the Homes of Persons with Multiple Sclerosis,” Gait and Posture, Vol. 49, pp. 277-282, Sept., 2016.

Sherman, S., Gulbrandsen, T., Miller, S., Guess, T., Willis, B., Blecha, K., Huo, Z., Skubic, M. & Gray, A. “Mass Screening of Youth Athletes for High Risk Landing Patterns using a Portable and Inexpensive Motion Sensor Device.” AOSSM. Poster Presentation for the Annual AOSSM Meeting. Colorado Springs, CO. July 2016.

Sherman, S., Willis, BW., Guess, T., Gray, A., Skubic, M. & Blecha, K. “Mass Screening of Youth Athletes for High Risk Landing Patterns Using a Portable and Inexpensive Motion Sensor Device: Efficiency, Gender Disparities and Continued Validity of the Xbox Kinect for Assessing ACL Injury Risk,” ACL Study Group. Are, Sweden. March 13-17, 2016.

Skubic, M., Su, B-Y., Enayati, M., Zare, A., Jiao, C., Lyons, P. & Ho, K.C., “Multimedia Investigation of BCG and SCG Signals,” BCG-SCG Workshop, Vancouver, B.C., Sept. 10, 2016.

Willis, BW., Razu, S., Jahandar, A., Gray,. A, Skubic, M., Sherman, S., Blecha, K. & Guess, T. “Gender Differences During the Modified Star Excursion Balance Test.” GCMAS, Poster Presentation. Memphis, TN, May 2016.

Jiao, C., Lyons, P., Zare, A., Rosales, L., and Skubic, M., "Heart Beat Characterization from Ballistocardiogram Signals using Extended Functions of Multiple Instances," Proceedings, 38th International Conference of the IEEE Engineering in Medicine and Biology Society, August 2016.

Skubic, M., Harris, B.H., Stone, E., Ho, K.C., Su, B-Y. & Rantz, M., "Testing Non-Wearable Fall Detection Methods in the Homes of Older Adults," Proceedings, IEEE Conference of the Engineering in Medicine and Biology Society, Invited Session, Orlando, FL, August 2016.

Hotrabhavananda, B., Mishra, A., Skubic, M., Hotrabhavananda, N. & Abbott, C., "Evaluation of the Microsoft Kinect Skeletal Data Versus Depth Data Analysis for Timed Up and Go and Figure of 8 Walk Tests," Proceedings, IEEE Conference of the Engineering in Medicine and Biology Society, Orlando, FL, August 2016.

Rosales, L., Bo-Yu, Su., Skubic, M., and Ho, K.C., “Heart Rate Estimation from Hydraulic Bed Sensor Ballistocardiogram,” Journal of Ambient Intelligence and Smart Environments, vol. 9, no. 2, pp. 193-207, 2017.

Phillips, L.J., Deroche, C., Rantz, M., Alexander, G.L., Skubic, M., Despins, L., Abbott C, Harris BH, Galambos C, & Koopman R. (2016). “Using Embedded Sensors in Independent Living to Predict Gait Changes and Falls,” Western Journal of Nursing Research, published online 7/27/16.

Liu, L., Popescu, M., Skubic, M., Rantz, M., and Cudahy, P., “An Automatic In-Home Fall Detection System Using Doppler Radar Signatures,” Journal of Ambient Intelligence and Smart Environments, 8(4):453-466, July 2016.

Skubic, M., Mishra, A., Harris, B., Abbott, C., Craver, A., Musterman, K. & Rantz, M., "HCI Challenges for Consumer-Based Aging in Place Technologies," Proceedings, International Conference on Human Aspects of IT for the Aged Population, Toronto, Canada, July 2016.

Yang, J., Keller, J.M., Popescu, M. & Skubic, M., "Sleep Stage Recognition using Respiration Signal," Proceedings, IEEE Conference of the Engineering in Medicine and Biology Society, Orlando, FL, August 2016.

Huo, Z., Skubic, M. & Alexenko, T., "Natural Spatial Description Generation for Human-Robot Interaction in Indoor Environments," Proceedings, IEEE International Conference on Smart Computing, St Louis, MO, May 2016.

Jain, A., Keller, J.M. & Bezdek, J.C., "Quantitative and Qualitative Comparison of Periodic Sensor Data," Proceedings, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Las Vegas, NV, February 2016, pp 37-40.

Calyam, P., Mishra, A., Antequera, R.B., Chemodanov, D., Berryman, A., Zhu, K., Abbott, C. & Skubic, M., "Synchronous Big Data Analytics for Personalized and Remote Physical Therapy," Pervasive and Mobile Computing - Special Issue on Big Data Analytics for Smarter Health Care, Volume 28 Issue C, Pages 3-20, June 2016.

Skubic, M., Rantz, M., Miller, S. & Musterman, K., "Capturing Behavioral Biomarkers to Guide Personalized Treatment," Proceedings, NIH-IEEE Strategic Conference on Healthcare Innovations and Point of Care Technologies for Precision Medicine, Bethesda, MD, November 2015.

Savvidou, P., Li, M., Willis, B. & Skubic, M., "Assessing Injury Risk in Pianists: Using Objective Measures to Promote Self-Awareness," Music Teachers National Association (MTNA) e-Journal, November 2015, Awarded Best Paper for 2015.

Popescu, M. “Early illness detection in elderly using sensor networks: a review of the TigerPlace experience”, Proceedings of the IEEE International E-Health and Bioengineering Conf. (EHB 2015) Conference, Iasi, Romania, Nov 18-21, 2015.

Mishra, A.K., Skubic, M. & Abbott, C., "Development and Preliminary Validation of an Interactive Remote Physical Therapy System," 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy, August 2015, pp 190-193.

Lydon, K., Su, B-Y., Rosales, L., Enayati, M., Ho, K.C., Rantz, M. & Skubic, M., "A Simple and Robust Pulse Rate Estimation Method Using a Hydraulic Bed Sensor," Proceedings, IEEE Conference of the Engineering in Medicine and Biology Society, Invited Session, Milan, Italy, August 2015, pp 7175-7179.

Huo, Z., Griffin, J., Babiuch, R., Gray, A., Willis, B., Skubic, M. & Sun, S., "Examining the Feasibility of a Microsoft Kinect Based Game Intervention for Individuals with Anterior Cruciate Ligament Injury Risk," Proceedings IEEE International Conference of the Engineering in Medicine and Biology Society, Milan, Italy, August 2015, pp 7059-7062.

Jain, A. & Keller, J.M., "Textual Summarization of Events Leading to Health Alerts," Proceedings, IEEE International Conference of the Engineering in Medicine and Biology Society, Milan, Italy, August 2015, pp 7634-7637.

Jain, A. & Keller, J.M., "On the Computation of Semantically Ordered Truth Values of Linguistic Protoform Summaries," Proceedings, IEEE International Conference on Fuzzy Systems, Istanbul, Turkey, August 2015, pp 1-8.

Su, B.Y., Ho, K.C., Rantz, M. & Skubic, M., "Doppler Radar Fall Activity Detection Using the Wavelet Transform," IEEE Transactions on Biomedical Engineering, 2015, 62(3):865-875.

Stone, E., Skubic, M., Rantz, M., Abbott, C. & Miller, S. "Average In-Home Gait Speed: Investigation of a New Metric for Mobility and Fall Risk Assessment of Elders," Gait and Posture, 2015, 41:57-62.

Stone, E. & Skubic, M., "Fall Detection in Homes of Older Adults Using the Microsoft Kinect," IEEE Journal of Biomedical and Health Informatics, 2015, 19(1):290-301.

Skubic, M., Guevara, R.D. & Rantz, M., "Automated Health Alerts Using In-Home Sensor Data for Embedded Health Assessment," IEEE Journal of Translational Engineering in Health and Medicine, 2015, 3:1-11.

Rantz, M., Skubic, M., Popescu, M., Galambos, C., Koopman, R.J., Alexander, G.L., Phillips, L.J., Musterman, K., Back, J., & Miller, S.J., "A New Paradigm of Technology Enabled "Vital Signs" for Early Detection of Health Change for Older Adults," Gerontology, 2015, 61(3):281-290.* PMCID: PMC25428525.

Rantz, M., Lane, K., Phillips, L.J., Despins, L.A., Galambos, C., Alexander, G.L., Koopman, R.J., Hicks, L., Skubic, M. & Miller, S.J., "Enhanced RN Care Coordination with Sensor Technology: Impact on Length of Stay and Cost in Aging in Place Housing," Nursing Outlook, 2015, 63(650-655).

Banerjee, T., Keller, J.M., Popescu, M. & Skubic, M., "Recognizing Complex Instrumental Activities of Daily Living Using Scene Information and Fuzzy Logic," Computer Vision and Image Understanding, 2015, 140:68-82.

Skubic, M., Grant, S., Gangopadhyay, S., Bok, S., Wood, A., Pathan, S. & Koopman, R., "Personalized and Context-Based Sensing for Dehydration Monitoring," Medical CPS Workshop, Seattle WA, April 13, 2015.

Rantz, M., Skubic, M., Abbott, C., Galambos, C., Popescu, M., Keller, J., Stone, E., Back, J., Miller, S.J. & Petroski, G.F. "Automated In-Home Fall Risk Assessment and Detection Sensor System for Elders," The Gerontologist, 55(S1):S78-S87.

Skubic, M. & Rantz, M.J., TigerPlace (2014). In Handbook of Smart Homes, Health Care and Well-Being, J van Hoof, G Demiris & E Wouters (Eds.) Cham, Switzerland: Springer International Publishing.

Singhal, M., Ramanathan, J., Calyam, P. & Skubic, M. "In-the-know: Recommendation Framework for City-supported Hybrid Cloud Services," Proceedings, IEEE/ACM Conference on Utility and Cloud Computing (UCC), London, UK, pp 137-145, ISBN 978-1-4799-7881-6, December 8-11, 2014.

Huo, Z., Alexenko, T. & Skubic, M., "Using Spatial Language to Drive a Robot for an Indoor Environment Fetch Task," Proceedings, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2014), Chicago, IL, September 14-18, 2014, pp 1361-1366.

Hajihashemi, Z. & Popescu, M., "A New Illness Recognition Framework Using Frequent Temporal Pattern Mining," Proceedings, ACM UbiComp International Workshop on Smart Health Systems and Applications, September 13-17, 2014, Seattle, WA, pp 1241-1247.

Wang, F., Skubic, M., Rantz, M., Yardibi, T. & Cuddihy, P.E., "Quantitative Gait Measurement with Pulse-Doppler Radar for Passive In-home Gait Assessment," IEEE Transactions on Biomedical Engineering, 2014, 61(9):2434-2443.

Stone, E., Skubic, M. & Back, J. "Automated Health Alerts from Kinect-based In-Home Gait Measurements," Proceedings, IEEE International Conference of the Engineering in Medicine and Biology Society, Chicago, IL, August 26-30, 2014, pp 2961-2964.

Skubic, M., Jimison, H., Keller, J., Popescu, M., Rantz, M., Kaye, J. & Pavel, M., "A Framework for Harmonizing Sensor Data to Support Embedded Health Assessment," Proceedings, IEEE International Conference of the Engineering in Medicine and Biology Society, Chicago, IL, August 26-30, 2014, pp 1747-1751.

Liu, L., Popescu, M., Skubic, M. & Rantz, M., "An Automatic Fall Detection Framework Using Data Fusion of Doppler Radar and Motion Sensor Network," Proceedings, IEEE International Conference of the Engineering in Medicine and Biology Society, Chicago, IL, August 26-30, 2014, pp 5940-5943.

Li, Y., Ho, K.C., Popescu, M. & Skubic, M., "A Theoretical Study on the Placement of Microphone Arrays for Improving the Localization Accuracy of a Fall," Proceedings, IEEE International Conference of the Engineering in Medicine and Biology Society, Chicago, IL, August 26-30, 2014, pp 4523-4526.

Li, M., Savvidou, P., Willis, B. & Skubic, M., "Using the Kinect to Detect Potentially Harmful Hand Postures in Pianists," Proceedings, IEEE International Conference of the Engineering in Medicine and Biology Society, Chicago, IL, August 26-30, 2014, pp 762-765.

Hajihashemi, Z., Yefimova, M. & Popescu, M., "Detecting Daily Routines of Older Adults Using Sensor Time Series Clustering," Proceedings, IEEE International Conference of the Engineering in Medicine and Biology Society, Chicago, IL, August 26-30, 2014, pp 5912-5915.

Enayati, M., Banerjee, T., Popescu, M., Skubic, M. & Rantz, M. "A Novel Web-based Depth Video Rewind Approach toward Fall Preventive Interventions in Hospitals," Proceedings, IEEE International Conference of the Engineering in Medicine and Biology Society, Chicago, IL, August 26-30, 2014, pp 4511-4514.

Banerjee, T., Enayati, M., Keller, J.M., Skubic, M., Popescu, M. & Rantz, M. "Monitoring Patients in Hospital Beds Using Unobtrusive Depth Sensors," IEEE International Conference of the Engineering in Medicine and Biology Society, Chicago, IL, August 26-30, 2014, pp 5904-5907.

Rolland, Y., Resnick, B., Katz, P.R., Little, M.O., Ouslander, J.G., Bonner, A., Geary, C.R., Shumacher, K.L., Thompson, S., Martin, F.C., Wilbers, J., Zuniga, F., Ausserhofer, D., Schwendimann, R., Schessler, S., Dassen, T. etal, "Nursing Home Research: The First International Association of Gerontology and Feriatrics Research Conference," Journal of the American Medical Directors Association, 2014, 15(5):313-325.

Rantz, M., Banerjee, T., Cattoor, E., Scott, S., Skubic, M. & Popescu, M. "Automated Fall Detection with Quality Improvement "Rewind" to Reduce Falls in Hospital Rooms," Journal of Gerontological Nursing Technology Innovations, 2014, 40(1):13-17.

Carlson, L., Skubic, M., Miller, J., Huo, Z. & Alexenko, T. "Strategies for Human-Driven Robot Comprehension of Spatial Descriptions by Older Adults in a Robot Fetch Task," Topics in Cognitive Science, 2014, special issue on human-robot interaction, 6(3):513-533.

Banerjee T, Skubic M, Keller JM & Abbott CC, "Sit-To-Stand Measurement For In Home Monitoring Using Voxel Analysis," IEEE Journal of Biomedical and Health Informatics, 2014, 18(4):1502-1509.

Banerjee T, Keller J, Skubic M & Stone E, "Day or Night Activity Recognition from Video Using Fuzzy Clustering Techniques," IEEE Transactions on Fuzzy Systems, 2014, 22(3):483-493.

Alexander GL, WilbiK A, Keller JM & Musterman K, "Generating Sensor Data Summaries to Communicate Change in Elder's Health Status," Applied Clinical Informatics, 2014, 5(1):73-84.

Stone E & Skubic M, "Testing Real-Time In-Home Fall Alerts with Embedded Depth Video Hyperlink," International Conference on Smart Homes and Health Telematics (ICOST), Denver, CO, June 25-27, 2014.

Sheahen M & Skubic M, "Design and Usability of Smart Home Sensor Data User Interface for Clinical and Research Audience," Proceedings, International Conference on Smart Homes and Health Telematics, Denver CO, June 2014, pp 13-20.

Yefimova M, Jain A, Woods DL & Rantz MJ, "Monitoring Daily Routines of Older Adults with In-Home Sensor Technology: A Case Study," 48th Western Institute of Nursing Communicating Research Conference. Albuquerque, NM. April 2014. Poster Presentation.

Li Y, Ho KC & Popescu M, "Efficient Source Separation Algorithms for Acoustic Fall Detection Using a Microsoft Kinect," IEEE Transactions on Biomedical Engineering, 2014, 61(3):745-755.

Rantz M, Popejoy LL, Galambos C, Phillips LJ, Lane KR, Marek KD, Hicks L, Musterman K, Back J, Miller SJ & Bin G, "The Continued Success of Registered Nurse Care Coordination in a State Evaluation of Aging in Place in Senior Housing," Nursing Outlook, 2014, 62(4):237-246.

Krampe J, Miller SJ, Echebiri C, Rantz MJ & Skubic M, "Nighttime Restfulness During Daytime Dance Therapy: An Exploratory Study Using Bed Sensors," Western Journal of Nursing Research, 2014, 36(3):362-373.

Alexander GL, Steege LM, Pasupathy KS & Wise K, "Case studies of IT Sophistication in Nursing Homes: A Mixed Method Approach to Examine Communication Strategies about Pressure Ulcer Prevention Practices," International Journal of Industrial Ergonomics, 2013.

Hajihashemi Z & Popescu M, "Detection of Abnormal Sensor Patterns in Eldercare," E-Health and Bioengineering Conference (EHB), Iasi, Romania, November 21-23, 2013, pp 1-4.

Hajihashemi Z & Popescu M, "An Early Illness Recognition Framework Using a Temporal Smith Waterman Algorithm and NLP," Proceedings, American Medical Informatics Association (AMIA) Annual Symposium, Washington DC, Nov. 16-19, 2013.

Stone E & Skubic M, "Unobtrusive, Continuous, In-HomeGait Measurement Using the Microsoft Kinect," IEEE Transactions on Biomedical Engineering, 2013, 60(10):2925-2932.

Skubic M, Huo Z, Alexenko T, Carlson L & Miller J, "Testing an Assistive Fetch Robot with Spatial Language from Older and Younger Adults," IEEE International Symposium On Robot and Human Interactive Communication, Gyeongju, Korea, August 26-29, 2013, pp 697-702.

Carlson L, Skubic M, Miller J, Huo Z & Alexenko T, "Assessing the Effectiveness of Older Adults' Spatial Descriptions in a Fetch Task," Proceedings, 35th Annual Cognitive Science Conference, Berlin, Germany, July 31 - August 3, 2013, pp 281-286.

Skubic M, Rantz M, Miller S, Guevara RD, Koopman R, Alexander G, Phillips L, "Non-Wearable In-Home Sensing for Early Detection of Health Changes," Quality of Life Technology for the Disabled and Elderly, R Schultz, ed. Boca Raton, FL: CRC Press, 2013, pp 227-244.

Rantz MJ, Skubic M, Miller SJ, Galambos C, Alexander G, Keller J & Popescu M, "Sensor Technology to Support Aging in Place," Journal of the American Medical Directors Association, 2013, 14(6):386-391.

Rantz MJ, Skubic M, Abbott C, Galambos C, Pak Y, Ho D, Stone EE, Rui L, Back J & Miller S, "In-Home Fall Risk Assessment and Detection Sensor System," Journal of Gerontological Nursing, 39(7):18-22.

Rantz M, Scott SD, Miller SJ, Skubic M, Phillips L, Alexander G, Koopman RJ, Musterman K & Back J, "Evaluation of Health Alerts from an Early Illness Warning System in Independent Living," Computers, Informatics, Nursing, 2013, 31(6):274-280.

Galambos C, Skubic M, Wang S & Rantz M, "Management of Dementia and Depression Utilizing In-Home Passive Sensor Data," Gerontechnology, 2013, 11(3):457-468.

Banerjee T, Keller JM & Skubic M, "Detecting Foreground Disambiguation of Depth Images Using Fuzzy Logic," Proceedings, IEEE International Conference on Fuzzy Systems, Hyderabad, India, July 7-10, 2013.

Alexander GL, Rantz M, Skubic M, Koopman RJ, Phillips LJ, Guevara RD & Miller SJ (2013), "Evolution of an Early Illness Warning System to Monitor Frail Elders in Independent Living," In Ming-Chien Chyu Editor. Advances in Engineering for Healthcare Safety-From Surgery Ergonomics to Computational Fluid Dynamics, Multi-Science Publishing; United Kingdom, pp 249-275.

Wallace R, Abbott C, Gibson-Horn C & Skubic M, "In-Home Measurement of the Effect of Strategically Weighted Vests on Ambulation," Proceedings, IEEE 2013 International Conference of the Engineering in Medicine and Biology Society (EMBC), Osaka, Japan, July 3-7, 2013, pp 949-952.

Stone E, Butler M, McRuer A, Gray A, Marks J & Skubic M, "Evaluation of the Microsoft Kinect for Screening ACL Injury," Proceedings, IEEE 2013 International Conference of the Engineering in Medicine and Biology Society (EMBC), Osaka, Japan, July 3-7, 2013.

Li Y, Banerjee T, Popescu M & Skubic M, "Improvement of Acoustic Fall Detection using Kinect Depth Sensing," Proceedings, IEEE 2013 International Conference of the Engineering in Medicine and Biology Society (EMBC), Osaka, Japan, July 3-7, 2013.

Heise D, Rosales L, Sheahen M, Su BY & Skubic M, "Non-Invasive Measurement of Heartbeat with a Hydraulic Bed Sensor: Progress, Challenges, and Opportunities," Proceedings, 2013 IEEE International Instrumentation & Measurement Technical Conference, Minneapolis MN, May 6-9, 2013, pp 4356-4360.

Stone E & Skubic M, "Mapping Kinect-based In-home Gait Speed to TUG Time: A Methodology to Facilitate Clinical Interpretation," Proceedings, 7th International Conference on Pervasive Computing Technologies for Healthcare (Pervasive Health), Venice, Italy, May 5-8, 2013.

Alexenko T, Biondo M, Banisakher D & Skubic M, "Android-Based Speech Processing for Eldercare Robotics," Proceedings, International Conference on Intelligent User Interfaces, Los Angeles, CA, March 19-22, 2013, pp 87-88.

Wang F, Stone E, Skubic M, Keller JM & Abbott C, "Toward a Passive Low-Cost In-Home Gait Assessment System for Older Adults," IEEE Journal of Biomedical and Health Informatics, 2013, 17(2):346-355.

Wilbik A & Keller J, "A Fuzzy Measure Similarity between Sets of Linguistic Summaries," IEEE Transactions on Fuzzy Systems, 2013, 21(1):183-189.

Editor, "TigerPlace: An Innovative 'Aging in Place' Community," The American Journal of Nursing, 2013, 113(1):68-69.

Skubic M, Rantz M, Miller S, Guevara RD, Koopman R, Alexander G, Phillips L, "Non-Wearable In-Home Sensing for Early Detection of Health Changes," In Quality of Life Technology for the Disabled and Elderly, R Schultz, ed. CRC Press, 2012.

Banerjee T, Rantz M, Li M, Popescu M, Stone E & Skubic M, "Monitoring Hospital Rooms for Safety Using Depth Images," Proceedings, AAAI Fall Symposium Series - AI for Gerontechnology, Washington DC, November 2-4, 2012.

Hajihashemi Z & Popescu M, "Predicting Health Patterns Using Sensor Sequence Similarity and NLP," Proceedings, IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Philadelphia, PA, October 4-7, 2012, pp 948-950.

Phillips III CE, Keller J, Popescu M, Skubic M, Rantz MJ, Cuddihy PE & Yardibi T, "Radar Walk Detection in the Apartments of Elderly to Assist with Assessing Fall Risk," Proceedings, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'12), San Diego, CA, August 28-September 1, 2012, pp 5863-5866.

Banerjee T, Keller JM & Skubic M, "Resident Identification Using Kinect Depth Image Data and Fuzzy Clustering Techniques," Proceedings, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego CA, August 28-September 1, 2012, pp 5102-5105.

Su BY, Ho KC, Skubic M & Rosales L, "Pulse Rate Estimation Using Hydraulic Bed Sensor," Proceedings, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego CA, August 28-September 1, 2012, pp 2587-2590

Stone E & Skubic M, "Capturing Habitual, In-Home Gait Parameter Trends Using an Inexpensive Depth Camera," Proceeedings, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego CA, August 28-September 1, 2012, pp 5106-5109.

Rosales L, Skubic M, Heise D, Devaney MJ & Schaumburg M, "Heartbeat Detection from a Hydraulic Bed Sensor Using a Clustering Approach ," Proceedings, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego CA, August 28-September 1, 2012, pp 2383-2387.

Popescu M & Mahnot A, "Early Illness Recognition in Older Adults Using In-Home Monitoring Sensors and Multiple Instance Learning," Methods of Informatics in Medicine, 2012, 51(4):359-67.

Liu L, Popescu M, Ho KC, Skubic M & Rantz M, "Doppler Radar Sensor Positioning in a Fall Detection System," Proceedings, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'12), San Diego, CA, August 28 - September 1, 2012, pp 256-259.

Li Y, Popescu M, & Ho KC, "Improving Automatic Sound-based Fall Detection Using iVAT Clustering and GA-based Feature Selection," Proceedings, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, CA, August 28 - September 1, 2012, pp 5867-5870.

Cuddihy PE, Yardibi T, Legenzoff ZJ, Liu L, Phillips CE, Abbott C, Galambos C, Keller J, Popescu M, Back J, Skubic M & Rantz MJ, "Radar Walking Speed Measurements of Seniors in their Apartments: Technology for Fall Prevention," Proceedings, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego CA, August 28-September 1, 2012, pp 260-263.

Skubic M, Alexenko T, Huo Z, Carlson L & Miller J, "Investigating Spatial Language for Robot Fetch Commands," Proceedings, AAAI 2012 Workshop on Grounding Language for Physical Systems, Toronto, CA, July 23, 2012, pp 40-45.

Wilbik A, Keller J & Alexander G, "Similarity Evaluation of Sets of Linguistic Summaries," International Journal of Intelligent Systems, 2012, 27(10):926-938.

Wang S, Skubic M & Zhu Y , "Activity Density Map Visualization and Dis-similarity Comparison for Eldercare Monitoring," IEEE Journal of Biomedical and Health Informatics, 2012, 16(4):607-614.

Rantz MJ, Skubic M, Koopman RJ, Alexander G, Phillips L, Musterman KI, Back JR, Aud MA, Galambos C, Guevara RD & Miller SJ, "Automated Technology to Speed Recognition of Signs of Illness in Older Adults," Journal Gerontological Nursing, 2012, 38(4):18-23.

Li Y, Ho KC & Popescu M, "A Microphone Array System for Automatic Fall Detection," IEEE Transactions on Biomedical Engineering, 2012, 59(2):1291-1301.

Galambos C, Skubic M, Wang S, & Rantz M, "Using Density Map Visualization for Early Detection and Management of Depression and Dementia," Gerontechnology, 2012, 11(2):273-274.

Skubic M, Guevara RD & Rantz M, "Testing Classifiers for Embedded Health Assessment," Proceedings, International Conference on Smart Homes and Health Telematics, Artimino Italy, June 12-15, 2012, pp 198-205.

Wilbik A, Keller J & Bezdek J, "Generation of Prototypes from Sets of Linguistic Summaries," Proceedings, 2012 IEEE World Congress on Computational Intelligence, Brisbane, Australia, June 10-15, 2012, pp 472-479.

Mahnot A & Popescu M, "FUMIL-Fuzzy Multiple Instance Learning for Early Illness Recognition in Older Adults," Proceedings, IEEE World Congress on Computational Intelligence (IEEE WCCI), Brisbane, Australia, June 10-15, 2012, pp 2102-2106.

Stone EE & Skubic M, "Passive, In-Home Gait Measurement Using an Inexpensive Depth Camera: Initial Results," Proceedings, 6th International Conference on Pervasive Computing Technologies for Healthcare, San Diego CA, May 21-24, 2012, pp 183-186.

Popescu M, Hotrabhavananda B, Moore M & Skubic M, "VAMPIR - An Automatic Fall Detection System Using a Vertical PIR Sensor Array," Proceedings, 6th International Conference on Pervasive Computing Technologies for Healthcare, San Diego CA, May 21-24, 2012, pp 163-166.

Wilbik A & Keller J, "A Distance Metric for a Space of Linguistic Summaries," Fuzzy Sets and Systems, 2012, 208:79-94.

Skubic M, Carlson L, Miller J, Li XO & Huo Z, "Spatial Language Experiments for a Robot Fetch Task," Proceedings, ACM/IEEE International Conference on Human-Robot Interaction, Late Breaking News, Boston, MA, March, 2012, pp 239-240.

Liu L, Popescu M, Rantz M & Skubic M, "Fall Detection using Doppler Radar and Classifier Fusion," Proceedings, International Conference on Biomedical and Health Informatics (BHI 2012) Hong Kong and Shenzhen, China, January 2-7, 2012, pp 180-183.

Carlson LA, Skubic M, Miller J, Huo Z & Li XO, "A Corpus of Spatial Descriptions for the Development of Human-Driven Spatial Language Robot Algorithms," Proceedings, Annual Meeting of the Psychonomic Society, Seattle, WA, Nov. 3-6, 2011.

Gill T, Anderson DT, Luke RH & Keller JM, "A System for Change Detection and Human Recognition Voxel Space Using the Microsoft Kinect Sensor," Proceedings, IEEE Applied Pattern Recognition Workshop, Washington DC, October 11-13, 2011, pp 1-8.

Wilbik A, Keller J & Alexander G, "Linguistic Summarization of Sensor Data for Eldercare," Proceedings, IEEE International Conference on Systems, Man, and Cybernetics, Anchorage, AK, October 9-12, 2011, pp 2595-2599.

Alexander GL, Wakefield BJ, Rantz M, Skubic M, Aud M, Erdelez S & Ghenaimi SA, "Passive Sensor Technology Interface to Assess Elder Activity in Independent Living," Journal of Nursing Research, 2011, 60(5), 318-325.

Zhou Z, Stone E, Skubic M, Keller JM & He Z, "Nighttime In-Home Activity Monitoring For Elder-care," Proceedings, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Boston, MA, August 30-September 3, 2011, pp 5299-5302.

Wang F, Skubic M, Abbott C & Keller J, "Quantitative Analysis of 180 Degree Turns for Fall Risk Assessment Using Video Sensors," Proceedings, IEEE Engineering in Medicine and Biology Conference, Boston, MA, August 30-September 3, 2011, pp 7606-7609.

Stone E & Skubic M, "Passive In-Home Measurement of Stride-to-Stride Gait Variability Comparing Vision and Kinect Sensing," Proceedings, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Boston, MA, August 30-September 3, 2011, pp 6491-6494.

Li Y, Popescu M, & Ho KC, "Improving Acoustic Fall Recognition by Adaptive Signal Windowing," Proceedings, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Boston, MA, August 30-September 3, 2011, pp 7589-7592.

Heise D, Rosales L, Skubic M & Devaney MJ, "Refinement and Evaluation of a Hydraulic Bed Sensor," Proceedings, IEEE Engineering in Medicine and Biology Conference, Boston, MA, August 30-September 3, 2011, pp 4356-4360.

Rantz MJ, Phillips L, Aud M, Popejoy L, Marek KD, Hicks LL, Zaniletti, I & Miller SJ, "Evaluation of aging in place model with home care services and registered nurse care coordination in senior housing," Nursing Outlook, 2011, 59:37-46.

Skubic M, Huo Z, Carlson L, Li X & Miller J, "Human-Driven Spatial Language for Human-Robot Interaction," Proceedings, AAAI Workshop on Human-Robot Interaction in Eldercare Bibliography: San Francisco, CA, August 8, 2011, pp 32-34

Rantz MJ, Skubic M, Koopman R, Phillips L, Alexander GL & Miller SJ, "Using Sensor Networks to Detect Urinary Tract Infections in Older Adults," Proceedings, 13th IEEE International Conference on e-Health Networking, Application, & Services, Columbia, MO, June 13-15, 2011, pp 142-149.

Popescu M, Chronis G, Ohol R, Skubic M, Rantz M, "An Eldercare Electronic Health Record System for Predictive Health Assessment," Proceedings, IEEE International Conference on Health Communication 2011, Columbia, MO, June 13-15, 2011, pp 193-196.

Liu L, Popescu M, Skubic M, Rantz M, Yardibi T & Cuddihy P, "Automatic Fall Detection Based on Doppler Radar Motion Signature," Proceedings, 5th International Conference on Pervasive Computing Technologies for Healthcare, Dublin, Ireland, May 23-26, 2011, pp 222-225.

Banerjee T, Keller JM, Zhou Z, Skubic M & Stone E, "Activity Segmentation of Infrared Images Using Fuzzy Clustering Techniques," Proceedings, World Conference on Soft Computing, San Francisco, May 23-26, 2011.

Stone EE & Skubic M, "Evaluation of an Inexpensive Depth Camera for Passive In-Home Fall Risk Assessment," Proceedings, Pervasive Health Conference, Dublin, Ireland, May 21-23, 2011, pp 71-77, Best Paper Award.

Yardibi T, Cuddihy P, Genc S, Bufi C, Skubic M, Rantz M, Liu L & Phillips C, "Gait Characterization via Pulse-Doppler Radar," Proceedings, 9th Annual IEEE International Conference on Pervasive Computing and Communications: Workshop on Smart Environments to Enhance Health Care, Seattle, WA, March 21-25, 2011, pp 662-667.

Wang S, Skubic M, Zhu Y & Galambos C, "Using Passive Sensing to Estimate Relative Energy Expenditure for Eldercare Monitoring," Proceedings, IEEE International Conference on Pervasive Computing and Communications, Workshop on Smart Environments to Enhance Health Care, March 21-25, 2011, pp. 642-648.

Stone EE & Skubic M, "Silhouette Classification Using Pixel and Voxel Features for Improved Elder Monitoring in Dynamic Environments," Proceedings, 2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), Seattle, WA, March 21-25, 2011, pp 655-661.

Rantz MJ, Alexander G, Galambos C, Flesner MK, Vogelsmeier A, Hicks L, Scott-Cawiezell J, Zwygart-Stauffacher M & Greenwald L, "The Use of Bedside Electronic Medical Record (EMR) to Improve Quality of Care in Nursing Facilities: A Qualitative Analysis," Computer, Informatics, Nursing, 2011, 29(3):149-156.

Stone E & Skubic M, "Evaluation of an Inexpensive Depth Camera for In-Home Gait Assessment," Journal of Ambient Intelligence and Smart Environments, 3(4):349-361, 2011.

Alexander GL, Rantz M, Skubic M, Koopman RJ, Phillips LJ, Guevara RD & Miller SJ, "Evolution of an Early Illness Warning System to Monitor Frail Elders in Independent Living," Journal of Healthcare Engineering, 2(2): 259-286, 2011.

Rantz MJ, Skubic M, Alexander GL, Aud MA, Wakefield BJ, Galambos C, Koopman RJ, and Miller SJ (2010), "Improving Nurse Care Coordination with Technology," Computers, Informatics, Nursing, 28(6):325-332.

Rantz MJ, Hicks L, Petroski GF, Madsen RW, Alexander G, Galambos C, Conn V, Scott-Cawiezell, Zwygart-Stauffacher M & Greenwald L, "Cost, Staffing and Quality Impact of Bedside Electronic Medical Record (EMR) in Nursing Homes," Journal of the American Medical Directors Association, September 2010, 11(7):485-493.

Wang F, Skubic M, Abbott C & Keller J, "Body Sway Measurement for Fall Risk Assessment Using Inexpensive Webcams," Proceedings, 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, August 31-September 4, 2010, pp 2225-2229.

Stone E, Anderson D, Skubic M & Keller J, "Extracting Footfalls from Voxel Data," Proceedings, 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, August 31-September 4, 2010, pp 1119-1122.

Li Y, Zeng Z, Popescu M & Ho KC, "Acoustic Fall Detection Using a Circular Microphone Array," Proceedings, 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, August 31-September 4, 2010, pp 2242-2245.

Heise D & Skubic M, "Monitoring Pulse and Respiration with a Non-Invasive Hydraulic Bed Sensor," Proceedings, 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, August 31-September 4, 2010, pp 2119-2123.

Alexander GL, Madsen R & Wakefield D, "A Regional Assessment of Information Technology Sophistication in Missouri Nursing Homes," Policy, Politics, & Nursing Practice, August 2010; 11(3):214-225.

Banerjee T, Keller JM, Skubic M & Abbott CC, "Sit-To-Stand Detection Using Fuzzy Clustering Techniques," Proceedings, IEEE World Congress on Computational Intelligence, Barcelona, Spain, July 18-23, 2010, pp 1-8.

Anderson DT, Luke RH & Keller JM, "Segmentation and Linguistic Summarization of Voxel Environments using Stereo Vision and Genetic Algorithims," Proceedings, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) at the World Conference on Computational Intelligence (WCCI), Barcelona, Spain, July 18-23, 2010, pp 1-8.

Aud MA, Abbott CC, Tyrer HW, Neelgund RV, Shriniwar UG, Mohammed A, & Devarakonda KK (2010), "Smart Carpet: Developing a Sensor System to Detect Falls and Summon Assstance," Journal of Gerontological Nursing, 36(7):8-12.

Stone E, Anderson D, Skubic M & Keller J, "Footfall Extraction and Visualization from Voxel Data," Proceedings, International Society for Gerontechnology 7th World Confreence, Vancouver, Canada, May 27-30, 2010.

Alexander GL, Wakefield BJ, Rantz MJ, Aud MA, Skubic M & Erdelez S, "Usability Analysis of a Passive Sensor Technology Interface to Assess Elder Activity in an Independent Living Facility," Proceedings, Midwest Nursing Research Society Symposium on Nursing Informatics Research, Kansas City, MO, April 8-11, 2010.

Alexander G, Galambos C, Skubic M, Wang S, "Density Map Visualization as a Tool to Monitor Activity Levels of Older Adults," Gerontechnology, Spring 2010; 9(2):186.

Alexander GL, Havens TC, Rantz M, Keller J & Abbott CC, "An Analysis of Human Motion Detection Systems Use During Elder Exercise Routines," Western Journal of Nursing Research, March 2010; 32(2):233-249.

Rantz MJ, Skubic M, Alexander G, Popescu M, Aud M, Koopman R & Miller S, "Developing a Comprehensive Electronic Health Record to Enhance Nursing Care Coordination, Use of Technology, and Research," Journal of Gerontological Nursing, 36(1):13-17, 2010.

Havens TC, Alexander GL, Abbott CC, Keller JM, Skubic M & Rantz M, "Tracking Exercise Motions of Older Adults Using Contours," Journal of Applied Computer Science Methods, 2010, 1(2):21-42.

Zhou Z, Dai W, Eggert J, Giger JT, Keller J, Rantz M & He Z, "A Real-time System for In-home Activity Monitoring of Elders," Proceedings, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, Minnesota, September 2-6, 2009, pp 6115-6118.

Wang S, Skubic M & Zhu Y, "Activity Density Map Dis-similarity Comparison for Eldercare Monitoring ," Proceedings, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, Minnesota, September 2-6, 2009, pp 7232-7235.

Wang F, Stone E, Dai W, Skubic M & Keller J, "Gait Analysis and Validation Using Voxel Data," Proceedings, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, Minnesota, September 2-6, 2009, pp 6127-6130.

Wang F, Stone E, Dai W, Banerjee T, Giger J, Krampe J, Rantz M & Skubic M, "Testing an In-Home Gait Assessment Tool for Older Adults," Proceedings, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, Minnesota, September 2-6, 2009, pp 6147-6150.

Rantz MJ, Skubic M & Miller SJ , "Using sensor technology to augment traditional healthcare," Proceedings, 31st Annual International Conference of the IEEE EMBS, Minneapolis, MN, September 2-6, 2009, pp 6159-62.

Liang J, Abbott CC, Skubic M & Keller J, "Investigation of Gait Features for Stability and Risk Identification in Elders," Proceedings, 31st Annual Inational Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, Minnesota, September 2-6, 2009, pp 6139-6142.

Harvey N, Zhou Z, Keller JM, Rantz M & He Z, "Automated Estimation of Elder Activity Levels from Anonymized Video Data," Proceedings, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, Minnesota, September 2-6, 2009, pp 7236-7239.

Godsey C & Skubic M, "Using Elements of Game Engine Architecture to Simulate Sensor Networks for ElderCare," Proceedings, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, Minnesota, September 2-6, 2009, pp 6143-6146.

Alexander GL and Wakefield DS (2009), "Information Technology Sophistication in Nursing Homes," Journal of the American Medical Directors Association, 10(6), 398-407.

Alexander GL & Staggers N, "A Systematic Review on the Designs of Clinical Technology," Advances in Nursing Science, Vol 32(3), 2009.

Alexander GL & Madsen R, "Information Technology and Quality Measures in Nursing Homes," Journal of Gerontological Nursing, 35(7):22-27.

Havens TC, Alexander GL, Abbott C, Keller JM, Skubic M & Rantz M, "Contour Tracking of Human Exercises," Proceedings, IEEE Conference on Visual Intelligence, Nashville, Tennessee, March 30-April 2, 2009, pp 22-28.

Anderson D, Luke RH, Keller JM, Skubic M, Rantz M and Aud M, "Modeling Human Activity from Voxel Person Using Fuzzy Logic," IEEE Transactions on Fuzzy Systems, vol. 17, no. 1, 2009, pp. 39-49.

Skubic M, Alexander G, Popescu M, Rantz M and Keller J (2009), "A Smart Home Application to Eldercare: Current Status and Lessons Learned," Technology and Health Care 17(3):183-201.

Hensel, B., Demiris, G., Parker Oliver, D., & Rantz, M. (2009), "A comparison of video-based resident-family communication in a nursing home and a congregate living facility," Journal of the American Medical Directors Association 10(5), 342-347.

Havens TC, Bezdek JC, Keller JM, and Popescu M, "Clustering in Ordered Dissimilarity Data," International Journal of Intelligent Systems, vol 24:5, 504-528.

Demiris G, Parker Oliver D, Giger J, Skubic M, Rantz M, "Older Adults' Privacy Considerations for Vision Based Recognition Methods of Eldercare Applications," Technology and Health Care 2009;17(1):41-48.

Anderson D, Luke RH, Keller JM, Skubic M, Rantz M and Aud M, "Linguistic Summarization of Video for Fall Detection Using Voxel Person and Fuzzy Logic," Computer Vision and Image Understanding, doi:10.1016/j.cviu.2008.07.006, Vol. 113, pp. 80-89, 2009

Alexander GL and Kehr WR, "Mobile IT applications," Long Term Living, January, 2009, pp. 21-25.

Rantz M, Skubic M, Burks K, Yu J, Demiris G, Hensel B, Alexander GL, He Z, Tyrer HW, Hamilton M, Lee J & Brown M. “Functional assessment and technology.” In Majd Alwan, & Robin A. Felder (Eds.) Eldercare Technology for Practitioners, Humana Press, Totowa, NJ, 2008, pp. 5-32.

Sledge IJ & Keller JM, "Growing Neural Gas for Temporal Clustering," Proceedings, International Conference on Pattern Recognition, Tampa, Florida, December, 2008, pp 1-4.

Skubic M, "New Solution to Old Problems: The MU Eldertech Initiative," Chronicles in Aging, MU Interdisciplinary Center on Aging Newsletter, Winter 2008, pp 1-3.

Rantz M, Aud M, Alexander G, Oliver D, Minner D, Skubic, M, Keller J, He Z, Popescu M, Demiris G & Miller S, "Tiger Place: An Innovative Educational and Research Environment," AAAI in Eldercare: New Solutions to Old Problems, Washington DC, November 7-9, 2008.

Popescu M, Florea E, Krampe J, Skubic M & Rantz MJ, "Prediction of the pulse pressure trend in elderly using in-home monitoring sensors: A pilot study," Intelligent Data Analysis in Biomedicine and Pharmacology (IDAMAP), Washington, DC, Nov 7, 2008, pp 29-33.

Demiris G, Parker Oliver D, Dickey G, Skubic M, Rantz M, "Findings from a Participatory Evaluation of a Smart Home Application for Older Adults," Technology and Health Care 2008, 16:111-118.

Zhou Z, Chen X, Chung YC, He Z, Han TX, and Keller JM , "Activity Analysis, Summarization, and Visualization for Indoor Human Activity Monitoring," IEEE Transactions on Circuits and Systems for Video Technology, 18:11, 2008.

Popescu M, Li Y, Skubic M & Rantz M, "An Acoustic Fall Detector System that Uses Sound Height Information to Reduce the False Alarm Rate," 30th Annual International IEEE EMBS Conference, Vancouver, British Columbia, Canada, August 20-24, 2008.

Sledge IJ, Keller JM & Alexander GL, "Emergent Trend Detection in Diurnal Activity," Proceedings, IEEE 2008 International Conference of the Engineering in Medicine and Biology Society, Vancouver, British Columbia, Canada, August 2008, pp 3815-3818.

Popescu M, Florea E, Skubic M & Rantz M, "Prediction of Elevated Pulse Pressure in Elderly Using In-Home Monitoring Sensors: A Pilot Study," Proceedings, 4th IET International Conference on Intelligent Environments, University of Washington, Seattle, July 21-22, 2008, pp 58-61.

Rantz M, Aud M, Alexander G, Wakefield B, Skubic M, Luke RH, Anderson D, and Keller JK, "Falls, Technology, and Stunt Actors: new Approaches to Fall Detection and Fall Risk Assessment," Journal of Nursing Care Quality, 23(3):195-201, 2008.

Anderson D, Luke R, Skubic M, Keller JM, Rantz M & Aud M, "Evaluation of a Video Based Fall Recognition System for Elders Using Voxel Space," Proceedings, International Conference of International Society for Gerontechnology, Pisa, Italy, June 4-7 2008, pp 77-82.

Alexander GL, Havens TC, Skubic M, Rantz M, Keller JM & Abbott C, "Markerless Human Motion Capture-Based Exercise Feedback System to Increase Efficacy and Safety of Elder Exercise Routines," Proceedings, 6th International Conference of International Society for Gerontechnology, Pisa, Italy, June 4-7, 2008, pp 73-78.

Rantz MJ, Skubic M, Miller SJ & Krampe J, "Using Technology to Enhance Aging in Place," Proceedings, International Conference on Smart Home and Health Telematics, Ames, Iowa, June 2008, pp 169-176.

Harvey N, Luke R, Keller J & Anderson D, "Speedup of Fuzzy Logic through Stream Processing on Graphics Processing Units," Proceedings, IEEE World Congress on Computational Intelligence, Hong Kong, China, June 1-6, 2008, pp 3809-3815.

Anderson D, Luke R, Keller J & Skubic M, "Extension of a Soft-Computing Framework for Activity Analysis from Linguistic Summarizations of Video," Proceedings, IEEE International Congress on Fuzzy Systems (FUZZ-IEEE), WCCI, Hong Kong, China, June 1-6, 2008, pp 1404-1410, Best Student Paper Award.

Popescu M & Florea E, "Linking Clinical Events in Elderly to In-home Monitoring Sensor Data: A Brief Review and a Pilot Study on Predicting Pulse Pressure," Journal of Computing Science and Engineering, March 2008, 2(1):180-199

Wang S & Skubic M, "Density Map Visualization from Motion Sensors for Monitoring Activity Level," Proceedings, IET International Conference on Intelligent Environments, Seattle, Washington, 2008, pp 64-71.

Sledge IJ, Keller JM, Havens TC, Alexander GL & Skubic M, "Temporal Activity Analysis," AI in Eldercare: New Solutions to Old Problems, AAAI Technical Report FS-08-02, 2008, pp 100-108.

Rantz MJ, Porter R, Cheshier D, Otto D, Servey CH, Johnson RA, Skubic M, Tyrer H, He Z, Demiris G, Lee J, Alexander G & Taylor G (2008)., "TigerPlace, a State-Academic-Private Project to Revolutionize Traditional Long Term Care," Journal of Housing for the Elderly, 22(1/2):66-85.

Rantz M, Skubic M, Burks K, Yu J, Demiris G, Hensel BK, Alexander GL, He Z, Tyrer HW, Hamilton M, Lee J, & Brown M (2008)., "Functional Assessment Technologies. In M. Alwan & R. A. Felder (Eds.), Eldercare Technology for Clinical Practitioners," pp 5-32. Totowa, NJ: Humana.

Luke RH, Anderson D, Keller JM & Skubic M, "Human Segmentation from Video in Indoor Environments Using Fused Color and Texture Features," Technical Report, ECE Dept, University of Missouri, Columbia, MO, 2008.

Demiris G, Parker Oliver D, Hensel BK, Dickey G, Rantz M, Skubic M, "Use of Videophones for Distant Caregiving: An Enriching Experience for Families and Residents in Long-Term Care," Journal of Gerontological Nursing, 34(7), 50-55.

Demiris G, Hensel BK, Skubic M & Rantz MJ, "Senior Residents' Perceived Need of and Preferences for "Smart Home" Sensor Technologies," International Journal of Technology Assessment in Health Care 2008; 24(1): 102-124.

Courtney KL, Demiris G, Rantz M, and Skubic M, "Needing Smart Home Technologies: The Perspective of Older Adults in Continuing Care Retirement Communities," Informatics in Primary Care, 2008, 16:3, 195-201.

Courtney KL, "Privacy and senior willingness to adopt smart home information technology in residential care facilities," Methods of Information in Medicine, 47 (2008) 76-81.

Alexander G, Rantz M, Skubic M, Aud MA, Wakefield B, Florea E, and Paul A, "Sensor Systems for Monitoring Functional Status in Assisted Living Facility Residents," Research in Gerontological Nursing, 1(10):238, 2008.

Tyrer HW, Aud MA, Alexander G, Skubic M & Rantz M, "Early Detection of Health Changes in Older Adults," Proceedings, IEEE 29th Annual International Conference of the Engineering in Medicine and Biology Society, Lyon, France August 22-26, 2007, pp 4045-4048.

Alexander GL & Demiris G, "Human Factors Applications for the Design of Developing Technologies Used to Monitor Elderly People," 12th World Congress on Health (Medical) Informatics, Brisbane, Australia, August 20-24, 2007.

Alexander GL, "The Nurse Patient Trajectory Framework," Proceedings, 12th World Congress on Health (Medical) Informatics, Brisbane, Australia, August 20-24, 2007, pp 910-914.

Anderson D, Luke RH & Keller JM, "Speedup of Fuzzy Clustering through Stream Processing on Graphics Processing Units," IEEE Transactions on Fuzzy Systems, 2007, 16:1101-1106.

Hensel BK, Demiris G & Courtney KL, "Content Validity of Obtrusiveness Model of Home Telehealth Technologies," National Library of Medicine Informatics Training Conference, Stanford University, Stanford, California, June 26-27, 2007.

Anderson D, Luke RH & Keller JM, "Incorporation of Non-Euclidean Distance Metrics into Fuzzy Clustering on Graphics Processing Units," Proceedings, International Fuzzy Systems Association (IFSA), Cancun, Mexico, June 18-21, 2007, 41:128-139.

Aud MA, Alexander GL, Rantz MJ & Skubic M, "Use of Sensor System Data for Early Detection of Health Status Changes in Older Adult Residents of a Retirement Community," Midwest Nursing Research Society, Omaha, Nebraska, March 23-26, 2007.

Demiris G, Courtney KL, Skubic M & Rantz M, "An Evaluation Protocol of a Smart Home Application for Older Adults," Proceedings, 2007 International Conference Addressing Information Technology and Communications in Health (ITCH), Victoria, British Columbia, Canada, February 2007, pp 319-323.

Courtney KL, Demiris G, Hensel BK , "Obtrusiveness of information-based assistive technologies as perceived by older adults in residential care facilities: A secondary analysis," Medical Informatics and the Internet in Medicine, 32(3): 241-249, 2007.

Mahoney DF, Purtilo RB, Webbe FM, Alwan M, Bharucha AJ, Adlam TD, Jimison HB, Turner B, and Becker SA, "In-home Monitoring of Persons with Dementia: Ethical Guidelines for Technology Research and Development," Alzheimer's & Dementia - Journal of the Alzheimer's Association, 3: 217-226, 2007.

Demiris G, Skubic M, Rantz M, Keller J, Aud M, Hensel B & He Z, "Smart Home Sensors for the Elderly: A Model for Participatory Formative Evaluation," Proceedings, IEEE EMBS International Special Topic Conference on Information Technology in Biomedicine, Ioannina, Greece, October 26-28, 2006, pp 1-4.

Anderson D, Keller J, Skubic M, Chen X & He Z, "Recognizing Falls From Silhouettes," Proceedings, IEEE 28th Annual International Conference of the Engineering in Medicine and Biology Society, New York, NY, August 30-September 3, 2006, pp 6388-6391.

Tyrer H, Alwan M, Demiris G, He Z, Keller J, Skubic M & Rantz M, "Technology for Successful Aging," Proceedings, IEEE 28th International Conference of the Engineering in Medicine and Biology Society, New York, NY, August 30-September 3, 2006, pp 3290-3293.

Demiris G, Skubic M, Rantz MJ, Courtney KL, Aud MA, Tyrer HW, He Z & Lee J, "Facilitating Interdisciplinary Design Specification of "Smart Homes" for Aging in Place," Proceedings, International Congress of the European Federation of Medical Informatics, Maastricht, Netherlands, August 27-30, 2006, IOS Press, pp 45-50.

Courtney KL, Demiris G Rantz M & Skubic M, "Decision Factors for Participation in "Smart Home" Technology Research in a Residential Care Setting: A Single Subject Case Study," Proceedings, International Congress of the European Federation of Medical Informatics, Maastricht, Netherlands, August 27-30, 2006, pp 379-384.

Chen X, He Z, Keller J, Anderson D & Skubic M, "Adaptive Silhouette Extraction In Dynamic Environments Using Fuzzy Logic," Proceedings, IEEE International Conference on Fuzzy Systems, Vancouver, British Columbia, Canada, July 16-21, 2006, pp 236-243.

Wang S, Keller J, Burks K, Skubic M & Tyrer H , "Assessing Physical Performance of Elders Using Fuzzy Logic," Proceedings, IEEE 15th International Conference on Fuzzy Systems, Vancouver, British Columbia, Canada, July, 2006, pp 1482-1487.

Demiris G, Skubic M, Keller J, Rantz M, Parker Oliver D, Aud M, Lee J, Burks K & Green N, "Nurse Participation in the Design of User Interfaces for a Smart Home System," Proceedings, International Conference on Smart Homes and Health Telematics, Belfast, N Ireland, June 26-28, 2006, pp 66-73.

Mack D, Alwan M, Turner B, Felder R & Suratt P, "Passive Ballistocardiography System Compared to EKG: Preliminary Validation," Proceedings, 20th Anniversary Meeting of the Associated Professional Sleep Societies (APSS '06), Salt Lake City, Utah, June 17-22, 2006.

Mack D, Alwan M, Turner B, Felder R & Suratt P, "Passive Automatic Detection of Sleep Apnea and Arousals Compared to Standard Polysomnography: Preliminary Validation," Proceedings, 20th Anniversary Meeting of the Associated Professional Sleep Societies (APSS '06), Salt Lake City, Utah, June 17-22, 2006, pp 379-384.

Alwan M, Rajendran PJ, Kell S, Mack D, Dalal S, Wolfe M & Felder R, "A Smart and Passive Floor-Vibration Based Fall Detector for Elderly," Proceedings, 2nd IEEE International Conference on Information & Communication Technologies: From Theory to Applications (ICTTA'06), Damascus, Syria, April 24-28, 2006, vol. 1, pp 1003-1007.

Mack DC, Alwan M, Turner B, Suratt P & Felder R, "A Passive and Portable System for Monitoring Heart Rate and Detecting Sleep Apnea and Arousals: Preliminary Validation," Proceedings, Transdisciplinary Conference on Distributed Diagnosis and Home Healthcare (D2H2), Arlington, Virginia, April 2-4, 2006, pp 51-54.

Rajendran PJ, Alwan M, Kell S, Mack DC & Dalal S, "A Passive Floor-Vibration Based Fall Detector," Proceedings, Second International Conference on Independence, Aging and Disability, St Petersburg, Florida, February 2-4, 2006.

Demiris G, Skubic M, Rantz MJ, Harris K, Hensel B, Aud MA, Lee J, Burks K, Oliver DR, He Z, Tyrer HW & Keller J, "Older Adults' Attitudes Towards Smart Home Features," International Conference on Aging, Disability and Independence (ICADI), St Petersburg, Florida, February, 2006.

Demiris G, Skubic M, Oliver DR, Rantz MJ, Aud MA, Lee J, Burks K, Green N & Keller J, "End-User Involvement in Interface Design of Smart Home Applications: The Nursing Perspective," International Conference on Aging Disability and Independence, St Petersburg, Florida, February 1-5, 2006.

Hensel BK, Demiris G & Courtney KL , "Defining Obtrusiveness in Home Telehealth Technologies: A Conceptual Framework," Journal of the American Medical Informatics Association, 13(4): 428-431, 2006.

Demiris G, Skubic M, Rantz M & Hensel B, "Smart Home Sensors for Aging in Place: Older Adults' Attitudes and Willingness to Adopt," The Gerontologist, 46 (Special Issue 1): 430, 2006.

Marek KD, Popejoy L, Petroski G & Rantz MJ, "Nurse Care Coordination in Community-Based Long-Term Care," Journal of Nursing Scholarship (38)(1): 80-86, 2006.

J.A. Adams and M. Skubic, “Introduction to the Special Issue on Human-Robot Interaction,” IEEE Transactions on SMC – Part A, July, 2005, 35(4):1-5.

Skubic M, "Assessing Mobility and Cognitive Problems in Elders," Proceedings, AAAI Fall 2005 Symposium Workshop on Caring Machines: AI in Eldercare, Arlington, Virginia, November 4-6, 2005.

Dalal S, Alwan M, Seifrafi R, Kell S & Brown D, "A Rule-Based Approach to the Analysis of Elders' Activity Data: Detection of Health and Possible Emergency Conditions," AAAI Fall 2005 Symposium, Workshop on Caring Machines: AI in Eldercare, Arlington, Virginia, November 4-6, 2005.

Rantz MJ, Demiris G, Aud MA, Tyrer HW & Skubic M, "Seniors' Attitudes Towards Home-based Assistive Technologies," 29th Annual Research Conference, Midwest Nursing Research Society, Cincinnati, Ohio, April 1-4, 2005.

Demiris G, Rantz MJ, Aud MA, Marek KD, Tyrer HW, Skubic M, and Hussam AA, "Seniors' Attitudes Towards Home-based Assistive Technologies," 29th Annual MNRS Research Conference, Cincinnati, Ohio, April 1-4, 2005.

Skubic M, "AI Technologies in TigerPlace," Proceedings, AAAI 2005 Fall Symposium Workshop on Caring Machines: AI in Eldercare, Arlington, Virginia, November 4-6, 2005.

Rantz MJ, Marek, KD, Aud MA, Johnson RA, Otto D & Porter R, "TigerPlace: A New Future for Older Adults," Journal of Nursing Care Quality, vol. 20, no. 1, pp. 1-4, January-March, 2005.

Rantz MJ, Marek KD, Aud MA, Tyrer HW, Skubic M, Demiris G & Hussam AA, "A Technology and Nursing Collaboration to Help Older Adults Age in Place," Nursing Outlook, vol. 53, no. 1, pp. 40-45, January-February, 2005.

Marek K, Popejoy L, Petroski G, Mehr D, Rantz MJ & Lin W, "Clinical Outcomes of Aging in Place," Nursing Research (54)(3): 202-211.

Demiris G, Rantz MJ, Aud MA, Marek KD, Tyrer HW, Skubic M & Hussam AA, "Older Adults' Attitudes Towards and Perceptions of 'Smarthome' Technologies: a Pilot Study," Medical Informatics and The Internet in Medicine, June, 2004, vol. 29, no. 2, pp. 87-94.

Demiris G, Rantz MJ, Aud MA, Marek KD, Tyrer HW, Skubic M & Hussam AA, "Smart Home Technologies for Aging in Place," Proceedings, 9th Annual Meeting of the American Telemedicine Association, Telemedicine Journal and e-Health, Tampa, Florida, May 2-5, 2004.

Marek KD, Rantz MJ, and Porter RT, "Senior Care: Making a Difference in Long-Term Care of Older Adults," Journal of Nursing Education, 43(2): 81-83, 2004.

D. Perzanowski, A. Schultz, W. Adams, M. Bugajska, M. Skubic, G. Trafton, D. Brock, E. Marsh, and M. Abramson, “Multimodal Interactions with Dynamically Autonomous Robots.” NRL Review 2003, Naval Research Laboratory, Washington, DC.

Keller J, Matsakis P & Skubic M, “Beyond 2001: The Linguistic Spatial Odyssey,” in Computational Intelligence: The Experts Speak, C Robinson (Ed.) Wiley, 2003, pp. 11-24.