AI in Older Adult Care

Articles published in 2025 in this theme: 21 (scroll down to load remaining articles)

2025

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Scalable Big Data Platform With End-to-End Traceability for Health Data Monitoring in Older Adults: Development and Performance Evaluation

Ander Cejudo, Yone Tellechea, Amaia Calvo, Aitor Almeida, Cristina Martín, Andoni Beristain

JMIR Med Inform 2025 (Dec 22); 13:e81701

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Ethical and Quality of Care–Related Challenges of Digital Health Twins in Care Settings for Older Adults: Scoping Review

Md Shafiqur Rahman Jabin, Ayesha Mirza, Adaobi Ilodibe, Tillal Eldabi, Emilia Vann Yaroson

JMIR Aging 2025 (Oct 28); 8:e73925

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Using Artificial Intelligence–Based Technologies for the Early Detection of Behavioral and Psychological Symptoms of Dementia: Scoping Review

Sofia Fernandes, Joëlle Rosselet Amoussou, Carla Gomes da Rocha, Elodie Perruchoud, Armin von Gunten, Cédric Mabire, Henk Verloo

JMIR Aging 2025 (Oct 21); 8:e76074

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Machine Learning Approach for Frailty Detection in Long-Term Care Using Accelerometer-Measured Gait and Daily Physical Activity: Model Development and Validation Study

Xiaoping Zheng, Ziwei Zeng, Kimberley S van Schooten, Yijian Yang

JMIR Aging 2025 (Sep 15); 8:e77140

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Using Wearable Sensors to Measure and Predict Personal Circadian Lighting Exposure in Nursing Home Residents: Model Development and Validation

Shevvaa Beiglary, Yanxiao Feng, Nan Wang, Neda Ghaeili, Ying-Ling Jao, Yo-Jen Liao, Yuxin Li, Julian Wang

JMIR Aging 2025 (Sep 11); 8:e72338

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A Machine Learning Model for Predicting Sarcopenia Among Middle-Aged Adults: Development and External Validation

Hye Jin Chong

JMIR Med Inform 2025 (Aug 27); 13:e75760

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Development of a Knowledge Base for an Integrated Older Adult Care Model (SMART System) Based on an Intervention Mapping Framework: Mixed Methods Study

Rongrong Guo, Shuqin Xiao, Fangyu Yang, Huan Fan, Yanyan Xiao, Xue Yang, Ying Wu

JMIR Nursing 2025 (Aug 14); 8:e59276

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Conversational Systems for Social Care in Older Adults: Protocol for a Scoping Review

Rosiered Brownson-Smith, Ananya Ananthakrishnan, Oksana Hagen, Cen Cong, Amir Aly, Ray B Jones, Edward Meinert

JMIR Res Protoc 2025 (Jul 10); 14:e72310

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Leveraging Digital Twins for Stratification of Patients with Breast Cancer and Treatment Optimization in Geriatric Oncology: Multivariate Clustering Analysis

Pierre Heudel, Mashal Ahmed, Felix Renard, Arnaud Attye

JMIR Cancer 2025 (May 23); 11:e64000

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Current Technological Advances in Dysphagia Screening: Systematic Scoping Review

Duo Wai-Chi Wong, Jiao Wang, Sophia Ming-Yan Cheung, Derek Ka-Hei Lai, Armstrong Tat-San Chiu, Dai Pu, James Chung-Wai Cheung, Timothy Chi-Yui Kwok

J Med Internet Res 2025 (May 05); 27:e65551

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Multihealth Promotion Programs on Physical Health and Quality of Life in Older Adults: Quasi-Experimental Study

Li-Yun Lee, Heng-Hsin Tung, George Liao, Su-Ju Liu, Zi-Yu Chen, Yea-Ru Yang

Interact J Med Res 2025 (May 01); 14:e65213

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Artificial Intelligence-Driven Biological Age Prediction Model Using Comprehensive Health Checkup Data: Development and Validation Study

Chang-Uk Jeong, Jacob S Leiby, Dokyoon Kim, Eun Kyung Choe

JMIR Aging 2025 (Apr 11); 8:e64473

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Identifying Deprescribing Opportunities With Large Language Models in Older Adults: Retrospective Cohort Study

Vimig Socrates, Donald S Wright, Thomas Huang, Soraya Fereydooni, Christine Dien, Ling Chi, Jesse Albano, Brian Patterson, Naga Sasidhar Kanaparthy, Catherine X Wright, Andrew Loza, David Chartash, Mark Iscoe, Richard Andrew Taylor

JMIR Aging 2025 (Apr 11); 8:e69504

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Model-Based Feature Extraction and Classification for Parkinson Disease Screening Using Gait Analysis: Development and Validation Study

Ming De Lim, Tee Connie, Michael Kah Ong Goh, Nor ‘Izzati Saedon

JMIR Aging 2025 (Apr 08); 8:e65629

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Machine Learning Models for Frailty Classification of Older Adults in Northern Thailand: Model Development and Validation Study

Natthanaphop Isaradech, Wachiranun Sirikul, Nida Buawangpong, Penprapa Siviroj, Amornphat Kitro

JMIR Aging 2025 (Apr 02); 8:e62942

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Using Deep Learning to Perform Automatic Quantitative Measurement of Masseter and Tongue Muscles in Persons With Dementia: Cross-Sectional Study

Mahdi Imani, Miguel G Borda, Sara Vogrin, Erik Meijering, Dag Aarsland, Gustavo Duque

JMIR Aging 2025 (Mar 19); 8:e63686

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Development and Feasibility Study of HOPE Model for Prediction of Depression Among Older Adults Using Wi-Fi-based Motion Sensor Data: Machine Learning Study

Shayan Nejadshamsi, Vania Karami, Negar Ghourchian, Narges Armanfard, Howard Bergman, Roland Grad, Machelle Wilchesky, Vladimir Khanassov, Isabelle Vedel, Samira Abbasgholizadeh Rahimi

JMIR Aging 2025 (Mar 03); 8:e67715

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Exploring Older Adults’ Perspectives and Acceptance of AI-Driven Health Technologies: Qualitative Study

Arkers Kwan Ching Wong, Jessica Hiu Toon Lee, Yue Zhao, Qi Lu, Shulan Yang, Vivian Chi Ching Hui

JMIR Aging 2025 (Feb 12); 8:e66778

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Development and Validation of a Machine Learning Method Using Vocal Biomarkers for Identifying Frailty in Community-Dwelling Older Adults: Cross-Sectional Study

Taehwan Kim, Jung-Yeon Choi, Myung Jin Ko, Kwang-il Kim

JMIR Med Inform 2025 (Jan 16); 13:e57298

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Exploring Dance as a Therapeutic Approach for Parkinson Disease Through the Social Robotics for Active and Healthy Ageing (SI-Robotics): Results From a Technical Feasibility Study

Roberta Bevilacqua, Elvira Maranesi, Marco Benadduci, Gabriella Cortellessa, Alessandro Umbrico, Francesca Fracasso, Giovanni Melone, Arianna Margaritini, Angela La Forgia, Pierpaolo Di Bitonto, Ada Potenza, Laura Fiorini, Carlo La Viola, Filippo Cavallo, Alessandro Leone, Andrea Caroppo, Gabriele Rescio, Mauro Marzorati, Amedeo Cesta, Giuseppe Pelliccioni, Giovanni Renato Riccardi, Lorena Rossi

JMIR Aging 2025 (Jan 14); 8:e62930

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