Au-Yeung WM, Liu Y, Hanna R, Gothard S, Rodrigues N, Leon Guerrero C, Beattie Z, Kaye J. Feasibility of Deploying Home-Based Digital Technology, Environmental Sensors, and Web-Based Surveys for Assessing Behavioral Symptoms and Identifying Their Precipitants in Older Adults: Longitudinal, Observational Study. JMIR formative research 8: e53192, 2024. doi: 10.2196/53192. PMID: 38717798; PMCID: PMC11112478.

Au-Yeung WM, Miller L, Wu CY, Beattie Z, Nunnerley M, Hanna R, Gothard S, Wild K, Kaye J. Examining the Relationships Between Indoor Environmental Quality Parameters Pertaining to Light, Noise, Temperature, and Humidity and the Behavioral and Psychological Symptoms of People Living With Dementia: Scoping Review. Interact J Med Res. 2024 Aug 9;13:e56452. doi: 10.2196/56452. PMID: 39121471; PMCID: PMC11344188.

Chen S, Nagel C, Liu  M, Botoseneanu A, Allore H, Newsom J, Thielke S, Kaye J, Quiñones A. Mental-Somatic Multimorbidity in Trajectories of Cognitive Function for Middle-Aged and Older Adults. PLOS One 19: e0303599, 2024. doi: 10.1371/journal.pone.0303599. PMID: 38743678; PMCID: PMC11093294.

Croff R, Aron S, Wachana A, Fuller P, Mattek N, Towns J, Kaye J. Walking and Social Reminiscence in Gentrifying Neighborhoods: Feasibility and Impact on Cognitive, Physical, and Mental Health Among Older Black Adults in the SHARP Study. Gerontologist. 2024 Feb 27:gnae019. doi: 10.1093/geront/gnae019. Epub ahead of print. PMID: 38412543.

Dodge HH, Yu K, Wu CY, Pruitt PJ, Asgari M, Kaye JA, Hampstead BM, Struble L, Potempa K, Lichtenberg P, Croff R, Albin RL, Silbert LC, Team IC. Internet-Based Conversational Engagement Randomized Controlled Clinical Trial (I-CONECT) Among Socially Isolated Adults 75+ Years Old With Normal Cognition or Mild Cognitive Impairment: Topline Results. Gerontologist 64: 2024. doi: 10.1093/geront/gnad147. PMID: 37935416; PMCID: PMC10943511.

Wu CY, Yu K, Arnold SE, Das S, Dodge HH. Who Benefited Most from the Internet-Based Conversational Engagement RCT (I-CONECT)? Application of the Personalized Medicine Approach to a Behavioral Intervention Study. J Prev Alzheimers Dis. 2024;11(3):639-648. doi: 10.14283/jpad.2024.41. PMID: 38706280; PMCID: PMC11061034.

Berridge, C., Zhou, Y., Robillard, J. M., & Kaye, J. (2023). Companion robots to mitigate loneliness among older adults: Perceptions of benefit and possible deception. Frontiers in psychology, 14, 1106633. https://doi.org/10.3389/fpsyg.2023.1106633

Hantke, N. C., Kaye, J., Mattek, N., Wu, C. Y., Dodge, H. H., Beattie, Z., & Woltjer, R. (2023). Correlating continuously captured home-based digital biomarkers of daily function with postmortem neurodegenerative neuropathology. PloS one, 18(6), e0286812. https://doi.org/10.1371/journal.pone.0286812

Holden, S. K., Bedenfield, N., Taylor, A. S., Bayram, E., Schwilk, C., Fleisher, J., Duda, J., Shill, H., Paulson, H. L., Stacy, K., Wood, J., Corsentino, P., Sha, S. J., Litvan, I., Irwin, D. J., Quinn, J. F., Goldman, J. G., Amodeo, K., Taylor, J. P., ... Armstrong, M. J. (2023). Research Priorities of Individuals and Caregivers with Lewy Body Dementia: A Web-based Survey. Alzheimer disease and associated disorders, 37(1), 50-58. https://doi.org/10.1097/WAD.0000000000000545 

Lennon, J. C., Hantke, N., Mattek, N., Wu, C. Y., Dodge, H., Wall, R., Beattie, Z., Kaye, J., & Silbert, L. C. (2022). Mood and activity changes during the COVID-19 pandemic in rural and urban Veterans and their cohabitants. Clinical gerontologist, 1–8. Advance online publication. https://doi.org/10.1080/07317115.2022.2130123

Muurling M, Au-Yeung WM, Beattie Z, Wu CY, Dodge H, Rodrigues NK, Gothard S, Silbert LC, Barnes LL, Steele JS, Kaye J. Differences in Life Space Activity Patterns Between Older Adults With Mild Cognitive Impairment Living Alone or as a Couple: Cohort Study Using Passive Activity Sensing. JMIR Aging. 2023 Oct 11;6:e45876. doi: https://doi.org/10.2196/45876.

Pang, Y., Kukull, W., Sano, M., Albin, R. L., Shen, C., Zhou, J., & Dodge, H. H. (2023). Predicting Progression from Normal to MCI and from MCI to AD Using Clinical Variables in the National Alzheimer's Coordinating Center Uniform Data Set Version 3: Application of Machine Learning Models and a Probability Calculator. The journal of prevention of Alzheimer's disease, 10(2), 301–313. https://doi.org/10.14283/jpad.2023.10

Piau, A., Steinmeyer, Z., Mattek, N., Lindauer, A., Sharma, N., Bouranis, N., Wild, K., & Kaye, J. (2023). Caregiving in Older Adults; Experiences and Attitudes toward Smart Technologies. Journal of clinical medicine, 12(5), 1789. https://doi.org/10.3390/jcm12051789

Reynolds, C. L., Tan, A., Elliott, J. E., Tinsley, C. E., Wall, R., Kaye, J. A., Silbert, L. C., & Lim, M. M. (2023). Remote Spectral Light Sensing in the Home Environment: Further Development of the TWLITE Study Concept. Sensors (Basel, Switzerland), 23(8), 4134. https://doi.org/10.3390/s23084134

Tagliabue, C. F., Bissig, D., Kaye, J., Mazza, V., & Assecondi, S. (2023). Feasibility of remote unsupervised cognitive screening with SATURN in older adults. Journal of applied gerontology : the official journal of the Southern Gerontological Society, 7334648231166894. Advance online publication. https://doi.org/10.1177/07334648231166894

Wu C.Y., Tibbitts D., Beattie Z., Dodge H., Shannon J., Kaye J., Winters-Stone K. Using Continuous Passive Assessment Technology to Describe Health and Behavior Patterns Preceding and Following a Cancer Diagnosis in Older Adults: Proof-of-Concept Case Series Study. JMIR Form Res. 2023 Aug 10;7:e45693. https://doi.org/10.2196/45693

Yuan, F., Zhou, W., Dodge, H. H., & Zhao, X. (2023). Short: Causal structural learning of conversational engagement for socially isolated older adults. Smart health (Amsterdam, Netherlands), 28, 100384. https://doi.org/10.1016/j.smhl.2023.100384

Au-Yeung W-TM, Miller L, Beattie Z, May R, Cray HV, Kabelac Z, Katabi D, Kaye J, Vahia IV. Monitoring behaviors of patients with late-stage dementia using passive environmental sensing approaches: a case series. The American Journal of Geriatric Psychiatry 30:1-11, 2022. 

Bernstein JP, Mattek N, Dorociak KE, Beattie ZT, Kaye JA, Ferguson JE, Hughes AM. Age predicts older adults’ driving self-regulation but not dangerous driving behaviors after controlling for executive function. Gerontology 68:98-105, 2022

Bernstein J, Dorociak K, Mattek N, Leese M, Trapp C, Beattie Z, Kaye J, Hughes A. Unobtrusive, in-home assessment of older adults' everyday activities and health events: associations with cognitive performance over a brief observation period. Neuropsychol Dev Cogn B Aging Neuropsychol Cogn 29:781-798, 2022.  PMC8522171.

Berridge C, Zhou Y, Lazar  A, Porwal A, Mattek N, Gothard S, Kaye  J. Control matters in elder care technology: Evidence and direction for designing it in. In: ACM, ed. Designing Interactive Systems Conference,. Australia, 2022: 18 pages.

Dorociak K, Mattek N, Lee J, Leese M, Bouranis N, Imtiaz D, Doane B, Bernstein J, Kaye J, Hughes A. The Survey for Memory, Attention, and Reaction Time (SMART): Development and Validation of a Brief Web-Based Measure of Cognition for Older Adults. Gerontology. 2021;67(6):740-752. doi: 10.1159/000514871. Epub 2021 Apr 7. PMID: 33827088; PMCID: PMC8494835.

Elliott J, Tinsley C, Reynolds C, Olson R, Weymann K, Au-Yeung W, Wilkerson A, Kaye J, Lim M. Tunable White Light for Elders (TWLITE): A Protocol Demonstrating Feasibility and Acceptability for Deployment, Remote Data Collection, and Analysis of a Home-Based Lighting Intervention in Older Adults. Sensors (Basel) 22, 2022.  PMC9320387.

Lennon J, Hantke N, Mattek N, C W, Dodge H, Wall R, Beattie Z, Kaye J, Silbert L. Mood and activity changes during the Covid-19 pandemic in rural and urban Veterans and their cohabitants. Clinical Gerontologist:1-8, Forthcoming, 2022.  PMC in Process.

Lilly C, Wang Z, Dunlap D, Kaye J, Gohtard S, Teebagy S, Hafer N, Rogers E, Buchholz B, McManus D. 2021 Patient Preferences for Point of Care Testing Survey: More Acceptance and Less Concern. J Appl Lab Med, 2022. 

Lindauer A, Wild K, Natonson A, Mattek N, Wolf M, Steeves-Reece A, Messecar D. Dementia 360 ECHO: Using technology to facilitate diagnosis and treatment. Gerontol Geriatr Educ 43:202-208, 2022. PMC8581834. 

Miller LM, Solomon DN, Whitlatch CJ, Hiatt SO, Wu CY, Reynolds C, Au-Yeung WM, Kaye J, Steele JS. The remote assessment and dynamic response program: Development of an in-home dementia-related care needs assessment to improve well-being. Innov Aging 6:igac006, 2022.  PMC8985764.

Miller LM, Steele JS, Wu CY, Kaye J, Dodge HH, Gonzales MM, Lyons KS. Depressive symptoms in older adult couples: Associations with dyadic physical health, social engagement, and close friends. Front Psychiatry 13:989182, 2022.  PMC9513127.

Nunnerley M, Kaye J, Beattie Z, Mattek N. Preferences of NIA Alzheimer’s Disease Research Center Participants Regarding Remote Assessment During the COVID-19 Pandemic. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring, Forthcoming, 2022. 

Reynolds C, Mattek N, Lim MM, Beattie Z, Dodge HH, Kaye J. Association between mild cognitive impairment and seasonal rest-activity patterns of older adults. Front Digit Health 4:809370, 2022.  PMC8904352.

Wild K, Marcoe J, Mattek  N, Sharma N, Loewy E, Tischler H, Kaye J, Karlawish J. Online monitoring of financial capacity in older adults: Feasibility and initial findings. Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring, 2022. 

Wu CY, Mattek N, Wild K, Miller LM, Kaye JA, Silbert LC, Dodge HH. Can changes in social contact (frequency and mode) mitigate low mood before and during the COVID-19 pandemic? The I-CONECT project. Journal of the American Geriatrics Society 70:669-676, 2022.  PMC8904274.

Wu CY, Dodge HH, Gothard S, Mattek N, Wright K, Barnes LL, Silbert LC, Lim MM, Kaye JA, Beattie Z. Unobtrusive Sensing Technology Detects Ecologically Valid Spatiotemporal Patterns of Daily Routines Distinctive to Persons with Mild Cognitive Impairment. J Gerontol A Biol Sci Med Sci, 2022.  PMC9536445.

Yu K, Wild K, Dowling M, Kaye J, Silbert L, Dodge H. Emotional Characteristics of Socially Isolated Older Adults with MCI Using Tablet Administered NIH Toolbox: I-CONECT study. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring, Forthcoming, 2022.

Agarwal A, Wallace B, Ault L, Lariviere-Chartier J, Knoelfel F, Goubran R, Kaye J, Beattie Z, Thomas N. (2021). Using Zigbee Sensors for Ambient Measurement of Human Gait Analytical Considerations. 2021.IEEE International Symposium on Medical Measurements and Applications 1-6. doi: 10.1109/MeMeA52024.2021.9478695. 

Au-Yeung, W. M., Miller, L., Beattie, Z., May, R., Cray, H. V., Kabelac, Z., Katabi, D., Kaye, J., & Vahia, I. V. (2021). Monitoring Behaviors of Patients With Late-Stage Dementia Using Passive Environmental Sensing Approaches: A Case Series. The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry, S1064-7481(21)00295-5. Advance online publication.

Au-Yeung, W. M., Kaye, J. A., & Beattie, Z. (2020). Step Count Standardization: Validation of Step Counts from the Withings Activite using PiezoRxD and wGT3X-BT. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2020, 4608–4611. https://doi.org/10.1109/EMBC44109.2020.9176511

Bernstein, J., Mattek, N., Dorociak, K. E., Beattie, Z. T., Kaye, J. A., Ferguson, J. E., & Hughes, A. M. (2021). Age predicts older adults' driving self-regulation but not dangerous driving behaviors after controlling for executive function. Gerontology, 1–8. Advance online publication. 

Bernstein, J. P. K., Dorociak, K., Mattek, N., Leese, M., Trapp, C., Beattie, Z., Kaye, J., & Hughes, A. (2021). Unobtrusive, in-home assessment of older adults’ everyday activities and health events: associations with cognitive performance over a brief observation period. Aging, Neuropsychology, and Cognition. 

Bernstein, J., Dorociak, K. E., Mattek, N., Leese, M., Beattie, Z. T., Kaye, J. A., & Hughes, A. (2021). Passively-measured routine home computer activity and application use can detect Mild Cognitive Impairment and correlate with important cognitive functions in older adulthood. Journal of Alzheimer's disease : JAD, 10.3233/JAD-210049. Advance online publication.

Berridge, C., Demiris, G., & Kaye, J. (2021). Domain Experts on Dementia-Care Technologies: Mitigating Risk in Design and Implementation. Science and engineering ethics, 27(1), 14.

Dorociak, K. E., Mattek, N., Lee, J., Leese, M. I., Bouranis, N., Imtiaz, D., Doane, B. M., Bernstein, J., Kaye, J. A., & Hughes, A. M. (2021). The survey for memory, attention, and reaction time (SMART): Development and validation of a brief web-based measure of cognition for older adults. Gerontology, 1–13. Advance online publication.

Dorociak, K. E., Mattek, N., Ferguson, J. E., Beattie, Z. T., Sharma, N., Kaye, J. A., Leese, M. I., Doane, B. M., & Hughes, A. M. (2021). Subtle Changes in Medication-taking Are Associated With Incident Mild Cognitive Impairment. Alzheimer disease and associated disorders, 10.1097/WAD.0000000000000439. Advance online publication.

Jones C, Reynolds C, Olson R, Bontrager A, Lambert S, Balba N, Weymann K, Kaye J, Wilkerson A, Elliott J, Lim M. (2021). Tunable White Light for Elders (TWLITE): A feasibility study of a home-based sleep intervention. Sleep 44:A111. https://doi.org/10.1093/sleep/zsab072.276 

Leese M, Bernstein J, Dorociak K, Mattek N, Wu C, Z B, Dodge H, Kaye J, Hughes A. (2021). Older Adults’ Daily Activity and Mood Changes Detected During the COVID-19 Pandemic Using Remote Unobtrusive Monitoring Technologies. Innovation in Aging, Volume 5, Issue 4, 2021, igab032, https://doi.org/10.1093/geroni/igab032

Leese, M. I., Dorociak, K. E., Noland, M., Gaugler, J. E., Mattek, N., & Hughes, A. (2021). Use of in-home activity monitoring technologies in older adult veterans with mild cognitive impairment: The impact of attitudes and cognition. Gerontechnology : international journal on the fundamental aspects of technology to serve the ageing society., 20(2), 1–12. https://doi.org/10.4017/gt.2021.20.2.10.06

Lindauer A, Messecar D, McKenzie G, Gibson A, Wharton W, Bianchi A, Tarter R, Tadesse R, Boardman C, Golonka O, Gothard S, Dodge HH. The Tele-STELLA protocol: Telehealth-based support for families living with later-stage Alzheimer's disease. Journal of Advanced Nursing. 2021 Jul 20 https://onlinelibrary.wiley.com/doi/abs/10.1111/jan.14980

Piau, A., Steinmeyer, Z., Cesari, M., Kornfeld, J., Beattie, Z., Kaye, J., Vellas, B., & Nourhashemi, F. (2021). Intrinsic Capacitiy Monitoring by Digital Biomarkers in Integrated Care for Older People (ICOPE). The Journal of frailty & aging, 10(2), 132–138.

Richardson, S., Sinha, A., Vahia, I., Dawson, W., Kaye, J., Reynolds, C. F., 3rd, Smith, E., Cummings, J., Berk, M., Lavretsky, H., & Eyre, H. A. (2021). Brain Health Living Labs. The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry, 29(7), 698–703. https://doi.org/10.1016/j.jagp.2020.11.010

Thomas N, Beattie Z, Riley  T, Hofer S, Kaye J. Home-Based Assessment of Cognition  and Health Measures: The Collaborative Aging Research using Technology (CART)  Initiative and International Collaborations. EEE Instrumentation & Measurement Magazine 2021:68-78. doi: 10.1109/MIM.2021.9513638. 

Wild, K., Sharma, N., Mattek, N., Karlawish, J., Riley, T., & Kaye, J. (2021). Application of In-Home Monitoring Data to Transition Decisions in Continuing Care Retirement Communities: Usability Study. Journal of medical Internet research, 23(1), e18806. 

Wu, C. Y., Dodge, H. H., Gothard, S., Mattek, N., Wright, K., Barnes, L. L., Silbert, L. C., Lim, M. M., Kaye, J. A., & Beattie, Z. (2021). Unobtrusive Sensing Technology Detects Ecologically Valid Spatiotemporal Patterns of Daily Routines Distinctive to Persons with Mild Cognitive Impairment. The journals of gerontology. Series A, Biological sciences and medical sciences, glab293. Advance online publication. https://doi.org/10.1093/gerona/glab293 

Wu C, Dodge H, Reynolds C, Barnes L, Silbert L, Lim M, Mattek N, Gothard S, Kaye J, Beattie Z. (2021). In-Home mobility frequency and stability in older adults living alone with or without MCI: Introduction of new metrics. Frontiers in Digital Health 3:1-9. https://doi.org/10.3389/fdgth.2021.764510 

Wu C, Tibbitts D, Beattie Z, Dodge H, Beer T, Marks D, Shannon J, Kaye J, Winters-Stone K. (2021). Continuous unobtrusive assessment of meaningful change in older adults with cancer: The Pacific Aging & Cancer Study Collaborative—PACS collaborative. Journal of Clinical Oncology 39:1569.  DOI:10.1200/JCO.2021.39.15_suppl.1569

Wu C-Y, Dodge H, Beattie Z, Mattek N, Sharma N, Kaye J. Reproducibility and Replicability of Digital Biomarkers for Reducing Sample Sizes in Preclinical Alzheimer Trials. Alzheimer's & Dementia: Translational Research & Clinical Interventions, Forthcoming, 2021.

Wu CY, Miller L., Wall R., Beattie Z., Silbert L., Kaye J. (2021). Prolonged Physical Inactivity in Older Adult Couples: A Dyadic Analysis Using Actigraphy. Innovation in Aging, 5(1), igaa066. 

Au-Yeung, W.T.M., Kaye, J., & Beattie, Z. (2020.) Step Count Standardization: Validation of Step Counts from the Withings Activite using PiezoRxD and wGT3X-BT. 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 2020, pp. 4608-4611.

Au-Yeung, W. M., Miller, L., Beattie, Z., Dodge, H. H., Reynolds, C., Vahia, I., & Kaye, J. (2020). Sensing a problem: Proof of concept for characterizing and predicting agitation. Alzheimer's & dementia (New York, N. Y.), 6(1), e12079.

Beattie Z, Miller L, Almirola C, Au-Yeung W, Bernard H, Cosgrove K, Dodge H, Gamboa C, Golonka O, Gothard S, Harbison S, Irish S, Kornfeld J, Lee J, Marcoe J, Mattek N, Quinn C, Reynolds C, Riley T, Rodrigues N, Sharma N, Siqueland M, Thomas N, Truty T, Wall R, Wild K, Wu C, Karlawish J, Silverberg N, Barnes L, Czaja S, Silbert L, Kaye K. (2020.) The Collaborative Aging Research using Technology (CART) Initiative: An open, sharable, technology-agnostic platform for the research community. Digital Biomarkers. 4:100-118.

Chen, L., Asgari, M., Gale, R., Wild, K., Dodge, H., Kaye, K. Improving the assessment of Mild Cognitive Impairment in advanced age with a novel multi-feature automated speech and language analysis of verbal fluency. Frontiers in Psychology: Psychology of Clinical Settings. (Forthcoming). DOI: 10.3389/fpsyg.2020.00535

Fowe I. (2020.) One-Year, Weekly Online Survey to Monitor Healthcare Visits and its Association With Walking-Speed in Older Adults. In: AMIA 2020 Informatics Conference Online meeting, Forthcoming.

Kabacinska, K., Sharma, N., Kaye, J., Mattek, N., Kuzeljevic, B., & Robillard, J. Investigating the concept of participant burden in aging technology research. BMC Geriatrics . 2020. 20(50). 

Khan, T., Jacobs, P. Prediction of mild cognitive impairment using movement complexity. IEEE Journal of Biomedical and Health Informatics. 2020. DOI: 10.1109/jbhi.2020.2985907.

Lindauer, A., Wild, K., Natonson, A., Mattek, N., Wolf, M., Steeves-Reece, A., & Messecar, D. (2020). Dementia 360 ECHO: Using technology to facilitate diagnosis and treatment. Gerontology & geriatrics education, 1–7. Advance online publication. https://doi.org/10.1080/02701960.2020.1835658

Piau, A., Mattek, N., Crissey, R., Beattie, Z., Dodge, H., Kaye, J. When will my patient fall? Sensor-based in-home walking speed identifies future falls in older adults. The Journals of Gerontology: Series A, Biological Sciences and Medical Sciences. 2020. 75(5): 968-973. doi: 10.1093/gerona/glz128

Rajkumar, A., Wallace, B., Ault, L., Lariviere-Chartier, J., Knoefel, F., Goubran, R., Kaye, J., & Thomas, N. (2020). Visualizing Effects of COVID-19 Social Isolation with Residential Activity Big Data Sensor Data. In X. Wu, C. Jermaine, L. Xiong, X. T. Hu, O. Kotevska, S. Lu, W. Xu, S. Aluru, C. Zhai, E. Al-Masri, Z. Chen, & J. Saltz (Eds.), Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020 (pp. 3811-3819). [9377830] (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020). Institute of Electrical and Electronics Engineers Inc.

Seelye A., Leese M., Dorociak K., et al. Feasibility of in-home sensor monitoring to detect mild cognitive impairment in aging military veterans: Prospective observational study. JMIR Formative Research. 2020. 4(6): e16371.

Tang, F., Uchendu, I., Wang, F., Dodge, H. H., & Zhou, J. (2020). Scalable diagnostic screening of mild cognitive impairment using AI dialogue agent. Scientific Reports, 10(1), [5732].

Taylor-Rodriguez D, Lovitz D, Mattek N, C-Y W, Kaye J, Dodge H, Jedynak B. (2020). Reducing sample size in high-frequency biomarkers RCTs. Alzheimer’s & Dementia: A Journal of the Alzheimer's Association. https://doi.org/10.1002/alz.042005 

Ternes K., Iyengar V., Lavretsky H., Kaye, J., et al. Brain health INnovation Diplomacy: a model binding diverse disciplines to manage the promise and perils of technological innovation. International Psychogeriatrics. 2020:1-25. doi: 10.1017/S1041610219002266

Thomas NWD., Beattie Z., Marcoe J., Sharma N., Mattek N., Dodge H., Wild K., Kaye J. EVALUATE-AD: Ecologically Valid, Longitudinal, and Unbiased Assessment of Treatment Efficacy in Alzheimer’s Disease. JMIR Research Protocols. (Forthcoming) DOI: 10.2196/17603

Wakima N, Braun T, Kaye J, Dodge H. (2020.) Choosing the right time granularity for analysis of digital biomarker trajectories. Alzheimer's & Dementia: Translational Research & Clinical Interventions, Forthcoming.

Wallace B, Knoefel F, Goubtan R, Thomas N. (2020.) Comparison of Bed-Sensors for Nocturnal Behaviour Assessment. eTELEMED, Forthcoming.

Wu, C. Y., Miller, L. M., Wall, R. N., Beattie, Z. T., Silbert, L. C., & Kaye, J. A. (2020). Prolonged Physical Inactivity in Older Adult Couples: A Dyadic Analysis Using Actigraphy. Innovation in aging, 5(1), igaa066. https://doi.org/10.1093/geroni/igaa066

Xie, B., Charness, N., Fingerman, K., Kaye, J., Miyong, T., Khurshid, K., Khurshid, A. When going digital becomes a necessity: Ensuring older adults' needs for information, services, and social inclusion during COVID-19. Journals of Aging & Social Policy. 2020. 32(4). 

Cerino ES, Hooker K, Goodrich E, Dodge HH. Personality moderates intervention effects on cognitive function: A 6-week conversation-based intervention. The Gerontologist. 2019.  PMC31112605.

Consel C, Kaye J. Aging with the Internet of Things. The Bridge (Spring 2019 edition: Technologies for Aging). 2019. 49:6-10, 2019. Not peer reviewed.

Croff R, Witter P, Walker M, Francois E, Quinn C, Riley T, Sharma N, J K. Things are changing so fast: Integrative technology for preserving cognitive health and community history. The Gerontologist. 2019. 59 (1):147-157.

Kaye, J. Silbert, L. Beattie, Z. Mattek, N. et al. High compliance, continuous long-term home monitoring of sleep activity in diverse populations differentiates lower cognitive functioning older adults. Alzheimer's and Dementia. 2019. 15(7):P152-P153. 

Kaye J, Nattek N, Dodge H, Sharma N, Riley T, Beattie Z, Woltjer R. Continuously Captured Home-Based Digital Biomarkers of Daily Function Are Significantly Correlated with Post Mortem Neurodegenerative Neuropathology. In: AAIC. Los Angeles, CA, Forthcoming, 2019.

Mattek N, Thomas N, Sharma N, Beattie Z, Marcoe J, Dodge H, Kaye J. Home based digital activity biomarkers remotely monitor relevant activities of MCI and Alzheimer’s disease patients and their care partners. Alzheimer’s Association International Conference 2019. 2019. 15(7): 160. 

Miller, L. Beattie, Z., Kaye, J., et al. Days and nights of dyads: Examining behavioral interdependence in co-residing couples using actigraphy. Innovation in Aging. 2019. 3, S767-S767. 

Meguro K, Dodge HH. Vascular Mild Cognitive Impairment: Identifying disease in community- dwelling older adults, reducing risk factors, and providing support. The Osaki-Tajiri and Kurihara Projects. Journal of Alzheimer's Disease: JAD. 2019. 70(s1): S293 – S302.

Piau A, Mattek N, Crissey R, Beattie Z, Dodge H, Kaye J. When will my patient fall? Sensor-based in-home walking speed identifies future falls in older adults. The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences. 2019.  [Epub ahead of print]. 

Piau A, Mattek N, Duncan C, Sharma N, Riley T, Kaye J. The five W's of falls - weekly online health survey of community-dwelling older adults: analysis of four years prospective follow-up. The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences. 2019.  [Epub ahead of print].

Piau A, Wild K. Performance of eHealth devices for frailty evaluation in real life settings is far from being demonstrated. Gerontology. 2019. 65(3):309-310

Piau A, Wild K, Mattek N, Kaye J. Current state of digital biomarker technologies for real life in-home monitoring of cognitive function for MCI to mild AD and implications for clinical care: systematic review. Journal of Medical Internet Research. 2019. 21(8): e12758. 

Sano M, Zhu CW, Kaye J, Mundt JC, Hayes TL, Ferris S, Thomas RG, Sun CK, Jiang Y, Donohue MC, Schneider LS, Egelko S, Aisen PS, Feldman HH. A randomized clinical trial to evaluate home-based assessment of people over 75 years old. Alzheimer's & Dementia: The Journal of the Alzheimer's Association. 2019. 15(5): 615-624.

Thomas NWD, Lindauer A, Kaye J. EVALUATE-AD and Tele-STAR: Novel methodologies for assessment of caregiver burden in a telehealth caregiver intervention - A case study. Dementia and Geriatric Cognitive Disorders. 2019. 47(3): 176-184.

Umegaki, H., Makino, T., Uemura, K., Shimada, H., Cheng, X. W., Dodge, H., & Kuzuya, M. (2020). Falls in community-dwelling prefrail older adults. Health & social care in the community, 28(1), 110–115.

Wild, K. Mattek, N. Sharma, N. Marcoe, J. Wall, R. Kaye, J. Use of technology by four diverse cohorts of older adults: Findings from the CART study. Innovation in Aging. 2019. 3(Suppl 1): S328. 

Yildiz, S., Opel, R. A., Elliott, J. E., Kaye, J., Cao, H., & Lim, M. M. (2019). Categorizing Sleep in Older Adults with Wireless Activity Monitors Using LSTM Neural Networks. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2019, 3368–3372.

Croff R, Witter P, Walker M, Francois E, Quinn C, Riley T, Sharma N, Kaye J. Things are changing so fast: Integrative technology for preserving cognitive health and community history. The Gerontologist. 2018. [Epub ahead of print].

Kaye J, Reynolds C, Bowman M, Sharma N, Riley T, Austin J, et al. Methodology for establishing a community-wide life laboratory for capturing unobtrusive and continuous remote activity and health data. JoVE (Journal of Visualized Experiments). 2018. Forthcoming. PMC in Progress. 

Leach, M., Mancini, M., Kaye, J., Hayes, T., Horak, F. Day to Day Variability of Postural Sway and its Association with Cognitive Function in Older Adults: A Pilot Study. Frontiers in Aging Neuroscence. 2018. 10:126.

Seelye, A., Mattek, N., Sharma, N., Riley, T., Austin, J., Wild, K., et al. Weekly Observations of Online Survey Metadata Obtained Through Home Computer Use Allow for Detection of Changes in Everyday Cognition Before Transition to Mild 
Cognitive Impairment. Alzheimer's & Dementia: The Journal of the Alzheimer's Association. 2018. 14(2): 187-194.

Thomas N, Mattek N, Riley T, Reynolds C, Austin J, Sharma N, Marcoe J, Kaye J. Using digital biomarkers as objective measures of activity and effort related to caregiving. Neurology. 2018. 90(15 Supplement). P6.195.

Thomas N, Mattek N, Riley T, Witter P, Reynolds C, Austin J, Sharma N, Marcoe J, Kaye J. Establishing digital biomarkers for clinical trials. Neurology. 2018. 90(15 Supplement). P6.181. 

Austin J, Hollingshead K, Kaye J. Internet Searches and Their Relationship to Cognitive Function in Older Adults: 
Cross-Sectional Analysis. Journal of Medical Internet Research. 2017.19(9): e307

Austin J, Kaye J, Mattek N, Kline C. Variability in Medication Taking is Associated with Cognitive Performance in Non-Demented Older Adults. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring. 2017; 6: 210–213.

Kaye, J. Making Pervasive Computing Technology Pervasive for Health & Wellness in Aging. Public Policy & Aging Report. 2017; 0(0): 1–9

Lindauer A, Seelye A, Lyons B, Dodge HH, Mattek N, Mincks K, Kaye J, Erten-Lyons D. Dementia Care Comes Home: Patient and Caregiver Assessment via Telemedicine. The Gerontologist. 2017; 3. [Epub ahead of print]

Seelye, A. Mattekn, N. Sharma, N. Riley, T. Austin, J. Wild, K. Dodge, H. et al. Weekly Observations of Online Survey Metadata Obtained Through Home Computer Use Allow for Detection of Changes in Everyday Cognition Before Transition to Mild Cognitive Impairment. Alzheimer's & Dementia: The Journal of the Alzheimer's Association. Forthcoming, 2017.

Seelye, A, Mattek N, Sharma N, Witter P, Brenner A, Wild K, Dodge H, Kaye J. Passive Assessment of Routine Driving with Unobtrusive Sensors: A New Approach for Identifying and Monitoring Functional Level in Normal Aging and Mild Cognitive Impairment. Journal of Alzheimer's Disease. 2017; 1-11. [Epub ahead of print]

Austin J, Dodge H, Riley T, Jacobs P, Thielke S, Kaye J.  A Smart-Home System to Unobtrusively and Continuously Assess Loneliness in Older Adults. IEEE Journal of Translational Engineering in Health and Medicine. 2016. 4:2800311.

Mancini M, Schlueter H, El-Gohary M, Mattek N, Duncan C, Kaye J, Horak F. Continuous Monitoring of Turning Mobility and its Association to Falls and Cognitive Function: A Pilot Study. The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences. 2016; 71(8): 1102-1108.

Seelye A, Mattek N, Howieson DB, Austin D, Wild K, Dodge H, Kaye J. Embedded online questionnaire measures are sensitive to identifying mild cognitive impairment. Alzheimer's Disease & Associated Disorders. 2016; 30(2): 152-159.

Silbert L, Dodge H, Lahna D, Promjunyakul N, Austin D, Mattek N, Erten-Lyons D, Kaye J.  Less Daily Computer Use is Related to Smaller Hippocampal Volumes in Cognitively Intact Elderly. Journal of Alzheimer's Disease. 2016. 52(2): 713-717.

Wabeh H, Goodrich E, Oken B. Internet-based Mindfulness Meditation for Cognition and Mood in Older Adults: A Pilot Study. Alternative Therapies. 2016; 22(2): 44-53.

Akl, A.; Taati, B.; Mihailidis, A., Autonomous Unobtrusive Detection of Mild Cognitive Impairment in Older Adults.Biomedical Engineering, IEEE Transactions on. 2015; 62(5): 1383-1394.

Dodge H, Zhu, J, Mattek N, Austin D, Kornfeld J, Kaye J. Use of High-Frequency In-Home Monitoring Data May Reduce Sample Sizes Needed in Clinical Trials. PLoS ONE. 2015; 10(9):e0138095. Epub 2015/09/18.

Dodge H, Mattek N, Gregor M, Bowman M, Seelye A, Ybarra O, Asgari M, Kaye J. Social Markers of Mild Cognitive Impairment: Proportion of Word Counts in Free Conversational Speech. Current Alzheimer Research. 2015. 12(6):513-9.

Dodge H, Zhu J, Mattek N, Bowman M, Ybarra O, Wild K, Loewenstein DA, Kaye J. Web-enabled Conversational Interactions as a Means to Improve Cognitive Functions: Results of a 6-Week Randomized Controlled Trial. Alzheimer's & Dementia: Translational Research & Clinical Interventions. 2015. 1:1-12.

Favela J, Kaye J, Skubic M, Rantz M, Tentori M. Living Labs for Pervasive Healthcare Research. IEEE Pervasive Computing. 2015(2):86-9.

Jacobs P, Kaye J. Ubiquitous Real-World Sensing and Audiology-Based Health Informatics. Journal of the American Academy of Audiology. 2015. 26(9):777-83.

Lyons B, Austin D, Seelye A, Petersen J, Yeargers J, Riley T, Sharma N, Mattek NC, Dodge H, Wild K, Kaye J. Pervasive Computing Technologies to Continuously Assess Alzheimer’s Disease Progression and Intervention Efficacy. Frontiers in Aging Neuroscience. In press 2015.

Petersen J, Kaye J, Jacobs PG, Quinones A, Dodge H, Arnold A, Thielke S. Longitudinal Relationship Between Loneliness and Social Isolation in Older Adults: Results From the Cardiovascular Health Study. Journal of Aging and Health. 2015. Epub 2015/10/23.

Petersen J, Austin D, Mattek N, Kaye J. Time Out-of-Home and Cognitive, Physical, and Emotional Wellbeing of Older Adults: A Longitudinal Mixed Effects Model. PloS One. 10(10):e0139643. 2015.

Petersen J, Thielke S, Austin D, Kaye J. Phone behaviour and its relationship to loneliness in older adults. Aging and Mental Health. In press 2015.

Seelye A, Mattek N, Kaye J, Wild K, Howieson H, Dodge H, Hagler S. Computer mouse movement patterns: A potential marker of mild cognitive impairment. Alzheimer's & Dementia: Diagnosis, Assessment &Disease Monitoring. Epub 2015/10/19.

Seelye A, Mattek N, Howieson D, Riley T, Wild K, Kaye J. The impact of sleep on neuropsychological performance in cognitively intact older adults using a novel in-home sensor based sleep assessment approach. The Clinical Neuropsychologist. 2015; 29(1): 53-66.

Wild K, Mattek N, Austin D, Kaye J. “Are you sure?”: Lapses in Self-Reported Activities Among Healthy Older Adults Reporting Online. Journal of Applied Gerontology. 2015; E-publication ahead of print.

Austin D, Cross R, Hayes T, Kaye J. Regularity and predictability of human mobility in personal space.  PLoS One. 2014; 9(2): e90256.

Davis M, Freeman M, Kaye J, Vuckovic N, Buckley D.  A Systematic Review of Clinician and Staff Views on the Acceptability of Incorporating Remote Monitoring Technology into Primary Care.  Telemed J E Health. 2014; 20(5): 428-38.

Davis M, Howk S, DeSordi M, Boise L, Fagnan L, Vuckovic N. A Qualitative Study of Rural Primary Care Clinician Views on Remote Monitoring Technologies. Journal of Rural Health. 2014; 30(1): 69-78.

Dodge H, Katsumata Y, Zhu J, Mattek N, Bowman M, Gregor M, et al. Characteristics associated with willingness to participate in a randomized controlled behavioral clinical trial using home-based personal computers and a webcam. Trials 2014;15:508.

Dodge H, Ybarra O, Kaye JA. Tools for advancing research into social networks and cognitive functions in older adults. International Psychogeriatrics. 2014; 26(4): 533-539.

El-Gohary M, McNames J, Mancini M, Horak F, Mellone S, Chiari L. At Home Assessment of Turning Mobility in Parkinson's Disease and Elderly People. Sensors. 2014; 14(1):356-369.

Hayes T, Riley T, Mattek N, Pavel M, Kaye J. Sleep Habits in Mild Cognitive Impairment. Alzheimer’s Disease & Associated Disorders. 2014; 28(2): 145-50.

Kaye J, Mattek N, Dodge H, Campbell I, Hayes T, Austin D, Hatt W, Wild K, Jimison H, Pavel M. Unobtrusive measurement of daily computer use to detect mild cognitive impairment. Alzheimer's & Dementia: The Journal of the Alzheimer's Association. 2014; 10(1): 10-7.

Leach J, Mancini M, Peterka R, Hayes T, Horak F. Validating and Calibrating the Nintendo Wii Balance Board to Derive Reliable Center of Pressure Measures. Sensors (Basel). 2014. 14(10): 18244 - 18267.

Miller L, Dieckmann F, Mattek N, Lyons K, Kaye J.  Social Activity Decreases Risk of Placement in a Long-Term Care Facility for a Prospective Sample of Community-Dwelling Older Adults.  Research in Gerontological Nursing. 2014; 7(3): 106-12.

Petersen J, Austin D, Kaye J, Pavel M, Hayes T. Unobtrusive in-home detection of time spent out-of-home with applications to loneliness and physical activity. IEEE Transactions on Information Technology in Biomedicine. 2014; PP(99).

Stark A, Shafran I, Kaye J. Inferring Social Nature of Conversations from Words: Experiments on a Corpus of Everyday Telephone Conversations. Computer Speech & Language. 2014; 28(1).

Thielke S, Mattek N, Hayes T, Dodge H, Quinones A, Austin D, Petersen J, Kaye J. Associations Between Observed In-Home Behaviors and Self-Reported Low Mood in Community-Dwelling Older Adults. Journal of the American Geriatrics Society. 2014; 62(4): 685-89.

2013

Adami A, Adami A, Hayes T, Beattie Z. Unobtrusive Movement Detection during Sleep based on Load Cell Dynamics. In: XIII Workshop de Informatic Medica (WIM 2013), XXXIII Congresso Brasileiro da Sociedade Brasileira de Computacao, 2013, Maceio, Alagoas, Brasil.

Adami A, Adami A, Hayes T, Beattie Z. A System for Assessment of Limb Movements in Sleep. In: 2013 IEEE 15th International Conference on e-Health Networking, Applications and Services (Healthcom 2013), 2013, Lisboa, Portugal.

Beattie Z, Hayes T, Guilleminault C, Hagen C. Accurate scoring of the apnea-hypopnea index using a simple non-contact breathing sensor. J Sleep Res. 2014; 22(3): 356-62.

Boise L, Wild K, Mattek N, Ruhl M, Dodge H, Kaye J. Willingness of older adults to share data and privacy concerns after exposure to unobtrusive in-home monitoring. Gerontechnology. 2013; 11(3): 428-435.

Huckans M, Hutson L, Twamley E, Jak A, Kaye J, Storzbach D. Efficacy of cognitive rehabilitation therapies for mild cognitive impairment (MCI) in older adults: working toward a theoretical model and evidence-based interventions. Neuropsychology Review. 2013; 23: 63-80.

Jimison H, Klein K, Marcoe J. A socialization intervention in remote health coaching for older adults in the home. Conference proceedings:  Annual International Conference of the IEEE Engineering in Medicine and Biology Society IEEE Engineering in Medicine and Biology Society Conference. 2013; 7025-7028.

Kurtz T, Mogle J, Sliwinski MJ, Hofer SM. Individual differences in task-specific paired associates learning in older adults: the role of processing speed and working memory. Experimental Aging Research. 2013; 39: 493-514.

Pavel M, Jimison HB, Wactlar HD, Hayes TL, Barkis W, Skapik J, Kaye J. The role of technology and engineering models in transforming healthcare. IEEE Rev Biomed Eng. 2013; 6:156-77.

Sano M, Egelko S, Donohue M, et al. Developing dementia prevention trials: baseline report of the home-based assessment study. Alzheimer's Disease and Associated Disorders. 2013; 27: 356-362.

2012

Adami AM, Adami AG, Hayes TL, Pavel M, Beattie ZT. A Gaussian model for movement detection during sleep. Conf Proc IEEE Eng Med Biol Soc. 2012: 2263-6. PMC3563107.

Austin D, Beattie ZT, Riley T, Adami AM, Hagen CC, Hayes TL. Unobtrusive classification of sleep and wakefulness using load cells under the bed. Conf Proc IEEE Eng Med Biol Soc. 2012: 5254-7. PMC3563097.

Austin D, Petersen J, Jimison H, Pavel M. A state-space model for finger tapping with applications to cognitive inference. Conf Proc IEEE Eng Med Biol Soc. 2012:21-4.

Dodge HH, Mattek NC, Austin D, Hayes TL, Kaye JA. In-home walking speeds and variability trajectories associated with mild cognitive impairment. Neurology. 2012; 78(24): 1946-52.

Kaye J, Mattek N, Dodge H, Buracchio T, Austin D, Hagler S, Pavel M, Hayes T. One walk a year to 1000 within a year: continuous in-home unobtrusive gait assessment of older adults. Gait Posture. 2012; 35(2): 197-202.

Petersen J, Larimer N, Kaye JA, Pavel M, Hayes TL. SVM to detect the presence of visitors in a smart home environment. Conf Proc IEEE Eng Med Biol Soc. 2012:5850-3.

Peterson A, Mattek N, Clemons A, Bowman GL, Buracchio T, Kaye J, Quinn J. Serum vitamin D concentrations are associated with falling and cognitive function in older adults. J Nutr Health Aging. 2012 Oct; 16(10):898-901. PMC3593063.

Sano M, Egelko S, Donohue M, Ferris S, Kaye J, Hayes TL, Mundt JC, Sun CK, Paparello S, Aisen PS; the Alzheimer Disease Cooperative Study Investigators. Developing Dementia Prevention Trials: Baseline Report of the Home-Based Assessment Study. Alzheimer Dis Assoc Disord. 2012 Nov 12. [Epub ahead of print].

2011

Adami AM, Pavel M, Hayes TL, Adami AG, Singer C. A method for classification of movements in bed. In: Engineering in Medicine and Biology Society. 2011: 7881-4.

Austin D, Hayes TL, Kaye J, Mattek N, Pavel M. Unobtrusive monitoring of the longitudinal evolution of in-home gait velocity data with applications to elder care. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 6495-8.

Austin D, Hayes TL, Kaye JA, Mattek N, Pavel M. On the disambiguation of passively measured in-home gait velocities from multi-person smart homes. Journal of Ambient Intelligence and Smart Environments. 2011; 3(2): 165-74.

Austin D, Jimison H, Hayes TL, Mattek N, Kaye J. Measuring motor speed through typing: a surrogate for the finger tapping test. Behavior Research Methods. 2011; Online First (15 April 2011).

Beattie ZT, Hagen CC, Hayes TL. Classification of lying position using load cells under the bed. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 474-7.

Buracchio TJ, Mattek NC, Dodge HH, Hayes TL, Pavel M, Howieson DB, Kaye JA. Executive function predicts risk of falls in older adults without balance impairment. BMC Geriatrics. 2011; 11: 74.

Campbell IH, Austin D, Hayes TL, Pavel M, Riley T, Mattek N, Kaye J. Measuring changes in activity patterns during a norovirus epidemic at a retirement community. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 6793-6.

Feuerstein J, Austin D, Sack R, Hayes TL. Wrist actigraphy for scratch detection in the presence of confounding activities. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 6495-8.

Hagler S, Jimison H, Pavel M. Unobtrusive in-home assessment by means of everyday computer mouse usage. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 3816-9.

House S, Connell S, Milligan I, Austin D, Hayes TL, Chiang P. Indoor localization using pedestrian dead reckoning updated with RFID-based fiducials. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 7598-601.

Howieson D, Mattek N, Seeyle AM, Dodge H, Wasserman D, Zitzelberger T, Kaye JA. Serial position effects in mild cognitive impairment. Journal of Clinical and Experimental Neuropsychology. 2011; 33(3): 292-299.

Kaye JA, Maxwell SA. Mattek N, Hayes T, Dodge H, Pavel M, Jimison H, Wild K, Boise L, & Zitzelberger T. Intelligent Systems for Assessing Aging Changes: Home-Based, Unobtrusive and Continuous Assessment of Aging. Journal of Gerontology: Psychological Sciences. 2011; 66B(suppl 1): i180-i190.

Kaye, JA. Putting Petabytes to Work: Home-Based Assessment Technology Can Help Elders Manage their Health. Aging Today. 2011; XXXII(1).

Roark B, Mitchell M, Hosom J, Hollingshead K, Kaye J. Spoken language derived measures for detecting Mild Cognitive Impairment. Audio, Speech, and Language Processing, IEEE Transactions on. 2011; 99.

2010

Adami AM, Adami AG, Schwarz G, Beattie ZT, Hayes TL. A subject state detection approach to determine rest-activity patterns using load cells. In: Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. 2010: 204-207.

Austin D, Leen T, Hayes TL, Kaye J, Jimison H, Mattek N, Pavel M. Model-based inference of cognitive processes from unobtrusive gait velocity measurements. In: Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. 2010: 5230-5233.

Buracchio T, Dodge HH, Howieson D, Wasserman D, Kaye JA. The trajectory of gait speed preceding mild cognitive impairment. Archives of Neurology. 2010; 67(8): 980-6.

Hagler S, Austin D, Hayes TL, Kaye J, Pavel M. Unobtrusive and Ubiquitous In-Home Monitoring: A Methodology for Continuous Assessment of Gait Velocity in Elders. IEEE Transactions on Biomedical Engineering. 2010; 57: 813-820.

Hayes TL, Riley T, Pavel M, Kaye JA. Estimation of Rest-Activity Patterns using Motion Sensors. In: Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2010.

Jimison HB and Pavel M. A Utility and Context Based Framework for Addressing the Machine Learning Challenges of Detecting Rare but Important Clinical Events. In: Lafferty J, Williams CKI, Shawe-Taylor J, Zemel RS & Culotta A (Eds). Advances in Neural Information Processing Systems 23; 2010.

Jimison HB, McKanna J, Ambert K, Hagler S, Hatt WJ, Pavel M. Models of Cognitive Performance Based on Home Monitoring Data. In: IEEE Engineering in Medicine and Biology Conference. 2010.

Kaye JA, Dodge HH, Mattek N, Austin D, Hagler S, Buracchio T, Pavel M and Hayes T. Home-Based Activity Changes Associated with MCI. In: Annual American Academy of Neurology Conference. 2010.

Kaye, JA. Technology and Dementia: The Way Ahead. In: Mulvenna MD & Nugent CD (Eds). Supporting People with Dementia Using Pervasive Health Technologies. London: Springer; 2010: 221-233.

McKanna JA, Pavel M, Jimison H. Unobtrusive monitoring of divided attention in a cognitive health coaching intervention for the elderly. In: AMIA Annual Symposium Proceedings. 2010: 507-11.

Pavel M, Jimison H, Hayes T, Larimer N, Hagler S, Vimegon Y, Leen T, Ozertem U. Optimizing Medication Reminders Using a Decision-Theoretic Framework. In: Medinfo 2010: Proceedings of the 15th World Congress on Health (Medical) Informatics. 2010.

Sano M, Egelko S, Ferris S, Kaye J, Hayes TL, Mundt JC, Donohue M, Walter S, Sun S, Sauceda-Cerda L. Pilot study to show the feasibility of a multicenter trial of home-based assessment of people over 75 years old. Alzheimer Disease & Associated Disorders. 2010; 24(3): 256-63.

2009

Adami AM, Hayes TL, Pavel M, Adami AG. Comparison of Load Cells and Wrist-Actigraphy for Unobtrusive Monitoring of Sleep Movements. In: 31th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2009.

Adami AM, Pavel M, Hayes TL, Singer CM. Detection of Movement in Bed Using Unobtrusive Load Cell Sensors. IEEE Transactions on Information Technology in Biomedicine. 2009; 14(2): 481-490.

Beattie ZT, Hagen CC, Pavel M, Hayes TL. Classification of Breathing Events Using Load Cells under the Bed. In: International Conference of the IEEE Engineering in Medicine and Biology Society. 2009.

Hatt WJ, VanBaak EA, Jimison HB, Hagler S, Hayes TL, Pavel M, Kaye J. The Exploration & Forensic Analysis of Computer Usage Data in the Elderly. In: IEEE Engineering in Medicine and Biology Conference. 2009.

Hayes T, Pavel M, Kaye J. Gathering the evidence: supporting large-scale research deployments. Intel Technical Journal. 2009; 13(3): 148-67.

Hayes TL, Cobbinah K, Dishongh T, Kaye JA, Kimel J, Labhard M, Leen T, Lundell J, Ozertem U, Pavel M, Philipose M, Rhodes K, Vurgun S. A study of medication-taking and unobtrusive, intelligent reminding. Telemedicine and e-Health. 2009; 15(8).

Hayes TL, Hagler S, Austin D, Kaye J, Pavel M. Unobtrusive assessment of walking speed in the home using inexpensive PIR sensors. In: 31th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2009.

Hayes TL, Larimer N, Adami A, Kaye J. Medication adherence in healthy elders: small cognitive changes make a big difference. Journal of Aging and Health. 2009; 21(4): 567-580.

McKanna J, Jimison HB, Pavel M. Divided Attention in Computer Game Play: Analysis Utilizing Unobtrusive Health Monitoring. In: IEEE Engineering in Medicine and Biology Conference. 2009.

2008

Bas E, Erdogmus D, Ozertem U, Pavel M. Towards fish-eye camera based in-home activity assessment. In: Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE. 2008: 2558-2561.

Beattie ZT. Algorithm for automatic beat detection of cardiovascular pressure signals. Engineering in Medicine and Biology Society (EMBS), 2008 Annual International Conference of the IEEE. 2008: 2594-7.

Gunzler S, Koudelka C, Carlson N, Pavel M, Nutt J. Effect of low concentrations of apomorphine on parkinsonism in a randomized, placebo-controlled, crossover study. Archives of Neurology. 2008; 65(2): 193-198.

Hayes TL, Abendroth F, Adami A, Pavel, M, Zitzelberger TA, Kaye JA. Unobtrusive assessment of activity patterns associated with mild cognitive impairment. Alzheimers and Dementia. 2008; 4(6): 395-405.

Hayes TL, Pavel M, Kaye J. An Approach for Deriving Continuous Health Assessment Indicators From In-home Sensor Data. In: Mihailidis A, Boger J, Kautz H, Normie L. Technology and Aging. IOS Press; 2008: 130-137.

Jimison HB, Pavel M, Le T. Home-Based Cognitive Monitoring Using Embedded Measures of Verbal Fluency in a Computer Word Game. Conf Proc IEEE Eng Med Biol Soc. 2008:3312-5. doi: 10.1109/IEMBS.2008.4649913.

Jimison, HB & Pavel, M. Integrating Computer-Based Health Coaching into Elder Home Care. In: Technology and Aging: Selected papers from the 2007 International Conference on Technology and Aging (FICCDAT). 2008.

Kaye J, Hayes T, Zitzelberger T, Yeargers J, Pavel M, Jimison H, Larimer N, Payne-Murphy J, Earl E, Wild K, Boise L, Williams D, Lundell J, Dishman E. Deploying wide-scale in-home assessment technology. In: Technology and Aging: Selected papers from the 2007 International Conference on Technology and Aging (FICCDAT). 2008: 19-26.

Kaye JA. Home-based technologies: a new paradigm for conducting dementia prevention trials. Alzheimers and Dementia. 2008; 4(1 Suppl 1): S60-6.

Michael YL, McGregor EM, Allen J, Fickas S. Observing Outdoor Activity Using Global Positioning System-Enabled Cell Phones. In: International Conference on Smart Homes and Health Telematics (ICOST). 2008: 177-184.

Pavel M, Jimison H, Hayes T, Kaye J, Dishman E, Wild K, Williams D. Continuous, Unobtrusive Monitoring for the Assessment of Cognitive Function. In: Hofer SM, Alwin DF. Handbook of Cognitive Aging: Interdisciplinary Perspectives. Thousand Oaks, CA: Sage Publications, Inc.; 2008.

Perkins J, Pavel M, Jimison HB, Scott S. Gesture Recognition for Interactive Exercise Programs. In: IEEE Engineering in Medicine and Biology Conference. 2008.

Weinshall D, Hermansky H, Zweig A, Luo J, Jimison H, Ohl F, & Pavel M. Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree. In: Advances in Neural Information Processing Systems (NIPS). 2008.

Wild K, Boise L, Lundell J, and Foucek A. Unobtrusive in-home monitoring of cognitive and physical health: Reactions and perceptions of Older Adults. Applied Gerontology. 2008; 27(2): 181-200.

2007

Coulston R, Klabbers E, de Villiers J, Hosom JP. Application of Speech Technology in a Home Based Assessment Kiosk for Early Detection of Alzheimer’s Disease. In: Proceedings of InterSpeech. 2007.

Dorneich M, Whitlow S, Mathan S, Ververs P, Erdogmus D, Adami A, Pavel M, Lan T. Supporting Real-time Cognitive State Classification on a Mobile Individual. Cognitive Engineering & Decision Making (Special Issue on Augmented Cognition: Past, Present, and Future). 2007.

Hayes TL, Pavel M, Adami A, Larimer N, Tsay A, Nutt J. Distributed Healthcare: Simultaneous Assessment of Multiple Individuals. IEEE Pervasive Computing. 2007; 6(1): 36-43.

Hayes TL, Pavel M, Kaye JA. An approach for deriving continuous health assessment indicators from in-home sensor data. In: Festival of International Conferences on Caregiving, Disability, Aging and Technology. 2007.

Jimison H, Pavel M, Larimer N, Mullen P. A General Architecture for Computer Based Health Coaching. In: Proceedings of the International Conference on Technology & Aging. 2007.

Jimison H, Pavel M, Wild K, Bissell P, McKanna J, Blaker D, Williams D. A Neural Informatics Approach to Cognitive Assessment and Monitoring. In: 3rd International IEEE EMBS Conference on Neural Engineering. 2007: 696-699.

Jimison HB & Pavel M. A Scaleable Approach to Cognitive Health Coaching. In: Proceedings of the Workshop on Intelligent Systems for Assisted Cognition. 2007.

Jimison HB, Pavel M, Bissell P, McKanna J. A Framework for Cognitive Monitoring Using Computer Game Interactions. In: Kuhn KA, Warren JR, Leong TY (Eds). Medinfo 2007: Proceedings of the 12th World Congress on Health (Medical) Informatics; Building Sustainable Health Systems. Amsterdam: IOS Press; 2007.

Leen, T, Hayes TL, Zhengdong, L, Kaye JA. Detection of Early Cognitive Loss from Medication. In: Technology and Aging: Selected papers from the 2007 International Conference on Technology and Aging (FICCDAT). 2007.

Lundell J, Hayes TL, Vurgun S, Ozertem U, Kimel J, Kaye J, Guilak F, Pavel M. Continuous Activity Monitoring and Intelligent Contextual Prompting to Improve Medication Adherence. In: Engineering in Medicine and Biology Society, 29th Annual International Conference of the IEEE (EMBS). 2007: 6286-6289.

Mahmood A, Steggell CD, Yamamoto T, Lee M. Gerotechnology and aging in place: A conceptual model and preliminary findings from pilot projects. In: Proceedings of the Environmental Design Research Association. 2007.

Mahoney DF, Purtilo RB, Webbe FM, Alwan M, Bharucha AJ, Adlam TD, Jimison HB, Turner B, Becker SA, Working Group on Technology of the Alzheimer. In-home monitoring of persons with dementia: Ethical guidelines for technology research and development. Alzheimer's and Dementia. 2007; 3(3): 217-226.

Pavel M, Hayes TL, Tsay A, Erdogmus W, Paul AS, Larimer N, Jimison H, Nutt J. Continuous Assessment of Gait Velocity in Parkinson’s Disease from Unobtrusive Measurements. In: 3rd International IEEE EMBS Conference on Neural Engineering. 2007.

Roark B, Hosom, JP, Mitchell M, Kaye JA. Automatically derived spoken language markers for detecting Mild Cognitive Impairment. In: International Conference on Technology and Aging (ICTA). 2007.

Roark B, Mitchell M, and Hollingshead K. Syntactic complexity measures for detecting Mild Cognitive Impairment. In: Proceedings of the ACL 2007 Workshop on Biomedical Natural Language Processing (BioNLP). 2007.

Seelye AM, Howieson DB, Wild KV, Hayes T, Sauceda LR, Kaye JA. Subjective Memory Compliants, Memory Control Beliefs, and Memory Compensation Strategies in MCI Patients. In: American Academy of Clinical Neuropsychology. 2007.

Steggell CD, Hooker K, Bowman S, Brandt J, Lee M. Acceptance of gerotechnologies by older women in rural areas. In: International Conference on Technology and Aging (ICTA). 2007

Vurgun S, Philipose M, Pavel M. A Statistical Reasoning System for Medication Prompting. In: Proceedings of Ubicomp. 2007.

2006

Hayes TL, Hunt JM, Adami AM, Kaye J. An electronic pillbox for continuous monitoring of medication adherence. In: 27th Annual International Conference of the IEEE Engineering In Medicine and Biology Society (EMBS). 2006.

Hayes TL, Kaye J, Pavel M. A Novel Marker of Mild Cognitive Impairment. In: 10th International Conference on Alzheimer's Disease and Related Disorders (ICAD). 2006.

Jimison H, Pavel M. Novel Computer Methods for Home Monitoring of Cognitive Performance. In: 10th International Conference on Alzheimer’s Disease and Related Disorders. 2006.

Jimison H, Pavel M. Embedded Assessment Algorithms for Home-Based Cognitive Computer Games Exercises for Elders. In: Proceedings of the IEEE Engineering in Medicine & Biology Conference. 2006.

Jimison HB, Jessey N, McKanna J, Zitzelberger T, Kaye J. Monitoring Computer Interactions to Detect Early Cognitive Impairment in Elders. In: Proceedings of the IEEE Transdisciplinary Conference on Distributed Diagnosis and Healthcare. 2006.

Jimison HB, Pavel M, Wild K, Williams D, McKanna J, Bissel P. Embedded Assessment of Cognitive Performance with Elders’ Use of Computer Games in a Residential Environment. In: Proceedings of the Workshop on The Cognitive Science of Games and Gaming. 2006.

Kaye J, Zitzelberger T. Overview of Healthcare, Disease, and Disability. In: Bardram J, Mihailidis A, Wan D. Pervasive Computing in Healthcare. CRC Press; 2006: 3-20.

Kaye J. A. and Hayes, T. L.. Home health monitoring: A System to Assess Motor and Cognitive Function. Generations. 2006; 30(2).

Kaye JA, Hayes TL. Home Health Monitoring: A System to Assess Motor & Cognitive Function. Generations. 2006; 30.

Lundell J, Kimel J, Hayes TL, Dishongh T, Kaye J, Pavel M. Why Elders Forget to Take Their Meds: A Probe Study to Inform a Smart Reminding System. In: 4th International Conference on Smart Homes and Health Telematics (ICOST). 2006.

Mathan S, Ververs P, Dorneich M, Whitlow S, Carciofinin J, Erdogmus D, Pavel M, Huang C, Lan T, Adami A. Neurotechnology for Image Analysis: Searching for needles in haystacks efficiently. In: HCI2006. 2006.

Pavel M, Adami A, Morris M, Lundell J, Hayes T, Jimison H, Kaye J. Mobility Assessment Using Event-Related Responses. In: Proceedings of the IEEE Transdisciplinary Conference on Distributed Diagnosis and Healthcare. 2006.

Pavel M, Hayes TL, Adami A, Jimison HB, Kaye J. Unobtrusive assessment of mobility. In: 28th Annual International Conference of the IEEE Engineering In Medicine and Biology Society. 2006.

Steggell CD, Hooker K, Bowman S. Exploring perceptions of technology using focus group methods with older adult participants. Poster session presentation. In: Annual Conference of the Housing Education and Research Association. 2006: 134-136.

Steggell CD, Lee ME, Yamamoto T. Attitudes concerning the role of technology for healthy aging. In: Annual Conference of the Environmental Design Research Association. 2006.

2005

Adami AM, Hayes TL, Pavel M, Singer CM. Detection and Classification of Movements in Bed using Load Cells. In: 27th Annual International Conference of the IEEE Engineering In Medicine And Biology Society (EMBS). 2005.

Erdogmus D, Adami A, Pavel M, Lan T, Mathan S, Whitlow S, Dorneich M. Cognitive State Estimation Based on EEG for Augmented Cognition. In: Proceedings of NER’05. 2005: 566-569.

Jimison H, Pavel M, McKanna J. Unobtrusive Computer Monitoring of Sensory-Motor Function. In: Proceedings of the IEEE Engineering in Medicine and Biology Conference. 2005.

Jimison HB. Ethical Issues in Consumer Health Informatics. In: Consumer Health Informatics. 2005.

Lan T, Erdogmus D, Adami A, Pavel M, Mathan S. Salient EEG Channel Selection in Brain Computer Interfaces by Mutual Information Maximization. In: Proceedings of IEEE Engineering in Medicine and Biology. 2005.

Mathan S, Mazaeva N, Whitlow S, Adami A, Erdogmus D, Lan T, Pavel M. Sensor-Based Cognitive State Assessment in a Mobile Environment. In: Proceedings of AUGCOG’05 (jointly with HCII’05). 2005.

Morris M. Social Networks as Health Feedback Displays. IEEE Internet Computing. 2005: 29-37.

Steggell CD. Attitudes concerning the role of technology for healthy aging. In: Annual Conference of the Housing Education and Research Association. 2005: 82-84.

Thomson J, Hetzler B, MacEachren A, Gahegan M, Pavel M. A Typology for Visualizing Uncertainty. . 2005.

Tian Lan, Erdogmus D, Adami A, Pavel M. Feature selection by independent component analysis and mutual information maximization in EEG signal classification. In: IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on Neural Networks. 2005: 3011- 3016.

Wang G, Pavel M. A Spiking Neuron Model of Auditory Neural Coding. In: Proceedings of The Second International Symposium on Neural Networks (ISNN 2005). 2005.

2004

Jimison H, Pavel M, McKanna J, Pavel J. Unobtrusive Monitoring of Computer Interactions to Detect Cognitive Status in Elders. IEEE Transactions on Information Technology in Biomedicine. 2004; 8(3): 248-252.

Jimison H, Pavel M, McKanna J, Pavel J. Home Monitoring of Computer Interactions for the Early Detection of Dementia. In: IEEE Engineering in Medicine and Biology Conference. 2004.

Song X, Pavel M. Performance Advantage of Combined Classifiers in Multi-category Cases: An Analysis. 2004: 750-757.

Song X, Pavel M. Density Boosting for Gaussian Mixtures. In: Neural Information Processing, 11th International Conference, ICONIP 2004. 2004: 508-515.

2003

Adami A, Hayes T, Pavel M. Unobtrusive monitoring of sleep patterns. In: 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2003: 1360-1363.

Hayes T, Pavel M, Kaye J. An unobtrusive in-home monitoring system for detection of key motor changes preceding cognitive decline. In: 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2003.

Hayes T, Pavel M, Li K. Augmenting Attention Allocation. In: DARPA Bionics 2003 Winter Meeting. 2003.

Hayes T, Pavel M, Schallau P, Adami A. Unobtrusive monitoring of health status in an aging population. In: 5th International Conference on Ubiquitous Computing. 2003.

Jimison H, Pavel M. Monitoring of Body Weight for Heart Failure Patients: Variability of weight and Self-Reporting. In: Proceedings of the 25th Annual IEEE Conference on Engineering in Medicine and Biology. 2003.

Jimison H, Pavel M, Pavel J. Adaptive Interfaces for Home Health. In: 5th International Conference on Ubiquitous Computing. 2003.

Kerr J, Luk C, Hammerstrom D, Pavel M. Advanced integrated enhanced vision systems, Enhanced and Synthetic Vision. In: SPIE Aerosense. 2003: 5081.

Pavel M, Jimison HB, Hayes TL, Miorelli-Adami A, Kaye J, Schallau PK. Pervasive and Unobtrusive Home Monitoring of Elders’ Health and Cognitive Function. 2003.

Wang G, Pavel M, Song X. Robust Recognition Based on Combination of Weak Classifiers. In: International Joint Conference of Neural Networks. 2003.

2002

Shental N, Hertz T, Weinshall D, Pavel M. Adjustment Learning and Relevant Component Analysis. 2002: 776-792.

Song X, Abu-Mostafa Y, Sill J, Kasdan H, Pavel M. Image Recognition by Fusion of Contextual Information. Information Fusion Journal. 2002(3): 277-287.