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.

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.

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.

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, vol. 27, issue 3, 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.

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, vol. 4, 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.

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.

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.

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.

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, Computing Community Consortium

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

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.

Baker, B. S., Weitzel, K. J., Royse, L. A., Miller, K., Guess, T. M., Ball, S. D., & Duren, D. L. Efficacy of an 8-Week Resistance Training Program in Older Adults: A Randomized Controlled Trial. J Aging Phys Act, 2021, Feb 1;29(1):121-129. 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 2021; 7:6.

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.*

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.

Despins, L.A., Guidoboni, G., Skubic, M., Sala, L., Enayati, M., Popescu, M., & Deroche, C. Using sensor signals in the early detection of heart failure: A case study. Journal of Gerontological Nursing, 2020,1; 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. Tracking Personalized Functional Health in Older Adults Using Geriatric Assessments. BMC Medical Informatics and Decision Making, 2020, 20:270.

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).

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)

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

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.

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.

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

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.

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

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

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

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

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." In Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare 2017 May 23 (pp. 231-234). ACM.

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

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, “Toward an Eldercare Living Lab for Sensor-Based Health Assessment and Physical Therapy,” IEEE Cloud Computing, May/June, 2017

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

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

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

Liu L, Popescu M, Skubic M, Rantz M, and Cuddihy P, An Automatic In-Home Fall Detection System Using Doppler Radar Signatures, Journal of Ambient Intelligence and Smart Environments, vol. 8, no. 4, pp. 453-466, July, 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 JM & Bezdek JC, "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.

Phillips LJ, Deroche C, Rantz M, Alexander GL, Skubic M, Despins, L., Abbott C, Harris BH, Galambos C, & Koopman R. Using Embedded Sensors in Independent Living to Predict Gait Changes and Falls, Western Journal of Nursing Research, July, 2016 (epub).

Hotrabhavananda, B., Mishra, A., Skubic, M., Hotrabhavananda, N. & Abbott, C., "Evaluation of the Microsoft Kinect Skeletal 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.

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

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

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

Newland P, Wagner JM, Salter A, Thomas FP, Skubic M, and 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.

Rantz M, Skubic M, Popescu M, Galambos C, Koopman RJ, Alexander GL, Phillips LJ, Musterman K, Back J, & Miller SJ, "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.

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.

Skubic M, Guevara RD & 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, Abbott C, Galambos C, Popescu M, Keller J, Stone E, Back J, Miller SJ & Petroski GF, "Automated In-Home Fall Risk Assessment and Detection Sensor System for Elders," The Gerontologist, 2015, 55(S1):S78-S87.

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.

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.

Mishra AK, 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.

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

M. Popescu, 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.

Rantz M, Lane K, Phillips LJ, Despins LA, Galambos C, Alexander GL, Koopman RJ, Hicks L, Skubic M & Miller SJ, "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).

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.

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.

Jain A & Keller JM, "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.

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.

Banerjee T, Keller JM, 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.

Lydon K, Su B-Y, Rosales L, Enayati M, Ho KC, 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.

Calyam P, Mishra A, Antequera RB, 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, in press, available online September 28, 2015.

Jain A & Keller JM, "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.

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.

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.

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.

Li Y, Ho KC, 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.

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.

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.

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.

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.

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.

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.

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.

Banerjee T, Enayati M, Keller JM, 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.

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.

Rolland Y, Resnick B, Katz PR, Little MO, Ouslander JG, Bonner A, Geary CR, Shumacher KL, Thompson S, Martin FC, Wilbers J, Zuniga F, Ausserhofer D, Schwendimann R, Sch?ssler 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.

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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, 2013, 39(7):18-22.

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.

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.

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.

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.

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.

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.

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

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.

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

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

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.

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.

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.

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, 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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

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.

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.

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.

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

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.

Havens TC, Bezdek JC, Keller JM, and Popescu M, "Clustering in Ordered Dissimilarity Data," International Journal of Intelligent Systems, 2009, vol 24:5, 504-528.

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.

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.

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.

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

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

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.

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

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.

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.

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.

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.

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 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.

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.

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

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.

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.

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.

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.

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

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.

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.

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.

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.

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, 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.

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.

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.

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.

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.

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.

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.

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.

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.

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.