Big Data Analytics for Elder Care

Detecting Parkinson Disease Using a Web-Based Speech Task: Observational Study

Wasifur Rahman, Sangwu Lee, Md Saiful Islam, Victor Nikhil Antony, Harshil Ratnu, Mohammad Rafayet Ali, Abdullah Al Mamun, Ellen Wagner, Stella Jensen-Roberts, Emma Waddell, Taylor Myers, Meghan Pawlik, Julia Soto, Madeleine Coffey, Aayush Sarkar, Ruth Schneider, Christopher Tarolli, Karlo Lizarraga, Jamie Adams, Max A Little, E Ray Dorsey, Ehsan Hoque

J Med Internet Res 2021 (Oct 19); 23(10):e26305

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Using Big Data to Estimate Dementia Prevalence in New Zealand: Protocol for an Observational Study

Claudia Rivera-Rodriguez, Gary Cheung, Sarah Cullum

JMIR Res Protoc 2021 (Jan 06); 10(1):e20225

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Artificial Intelligence–Powered Digital Health Platform and Wearable Devices Improve Outcomes for Older Adults in Assisted Living Communities: Pilot Intervention Study

Gerald Wilmink, Katherine Dupey, Schon Alkire, Jeffrey Grote, Gregory Zobel, Howard M Fillit, Satish Movva

JMIR Aging 2020 (Sep 10); 3(2):e19554

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Inferring Destinations and Activity Types of Older Adults From GPS Data: Algorithm Development and Validation

Sayeh Bayat, Gary Naglie, Mark J Rapoport, Elaine Stasiulis, Belkacem Chikhaoui, Alex Mihailidis

JMIR Aging 2020 (Jul 28); 3(2):e18008

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Comparisons Between Hypothesis- and Data-Driven Approaches for Multimorbidity Frailty Index: A Machine Learning Approach

Li-Ning Peng, Fei-Yuan Hsiao, Wei-Ju Lee, Shih-Tsung Huang, Liang-Kung Chen

J Med Internet Res 2020 (Jun 11); 22(6):e16213

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Predictive Modeling for Frailty Conditions in Elderly People: Machine Learning Approaches

Adane Tarekegn, Fulvio Ricceri, Giuseppe Costa, Elisa Ferracin, Mario Giacobini

JMIR Med Inform 2020 (Jun 04); 8(6):e16678

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Association Between Advanced Care Management and Progression of Care Needs Level in Long-Term Care Recipients: Retrospective Cohort Study

Sakiko Itoh, Hiroyuki Hikichi, Hiroshi Murayama, Miho Ishimaru, Yasuko Ogata, Hideo Yasunaga

JMIR Aging 2018 (Jul 25); 1(2):e11117

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Assessing Statewide All-Cause Future One-Year Mortality: Prospective Study With Implications for Quality of Life, Resource Utilization, and Medical Futility

Yanting Guo, Gang Zheng, Tianyun Fu, Shiying Hao, Chengyin Ye, Le Zheng, Modi Liu, Minjie Xia, Bo Jin, Chunqing Zhu, Oliver Wang, Qian Wu, Devore S Culver, Shaun T Alfreds, Frank Stearns, Laura Kanov, Ajay Bhatia, Karl G Sylvester, Eric Widen, Doff B McElhinney, Xuefeng Bruce Ling

J Med Internet Res 2018 (Jun 04); 20(6):e10311

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Prevalence of Multiple Chronic Conditions Among Older Adults in Florida and the United States: Comparative Analysis of the OneFlorida Data Trust and National Inpatient Sample

Zhe He, Jiang Bian, Henry J Carretta, Jiwon Lee, William R Hogan, Elizabeth Shenkman, Neil Charness

J Med Internet Res 2018 (Apr 12); 20(4):e137

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