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The Applications of Artificial Intelligence for Assessing Fall Risk: Systematic Review

Ana González-Castro, Raquel Leirós-Rodríguez, Camino Prada-García, José Alberto Benítez-Andrades

J Med Internet Res 2024;26:e54934

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BERT-Based Neural Network for Inpatient Fall Detection From Electronic Medical Records: Retrospective Cohort Study

Cheligeer Cheligeer, Guosong Wu, Seungwon Lee, Jie Pan, Danielle A Southern, Elliot A Martin, Natalie Sapiro, Cathy A Eastwood, Hude Quan, Yuan Xu

JMIR Med Inform 2024;12:e48995

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Exploring the Potential of a Behavior Theory–Informed Digital Intervention for Infant Fall Prevention: Mixed Methods Longitudinal Study

Nipuna Cooray, Catherine Ho, Amy Bestman, Susan Adams, Natasha Nassar, Lisa Keay, Julie Brown

JMIR Pediatr Parent 2024;7:e47361

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Impact of a Clinical Text–Based Fall Prediction Model on Preventing Extended Hospital Stays for Elderly Inpatients: Model Development and Performance Evaluation

Yoshimasa Kawazoe, Kiminori Shimamoto, Daisaku Shibata, Emiko Shinohara, Hideaki Kawaguchi, Tomotaka Yamamoto

JMIR Med Inform 2022;10(7):e37913

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A Case Management Program at Home to Reduce Fall Risk in Older Adults (the MAGIC Study): Protocol for a Single-Blind Randomized Controlled Trial

Silsam Napolitano Alberto, Juliana Hotta Ansai, Ana Luísa Janducci, João Vitor Businaro Florido, Areta Dames Cachapuz Novaes, Maria Joana Duarte Caetano, Paulo Giusti Rossi, Larissa Riani Costa Tavares, Stephen Ronald Lord, Karina Gramani-Say

JMIR Res Protoc 2022;11(6):e34796

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Patient-Level Fall Risk Prediction Using the Observational Medical Outcomes Partnership’s Common Data Model: Pilot Feasibility Study

Hyesil Jung, Sooyoung Yoo, Seok Kim, Eunjeong Heo, Borham Kim, Ho-Young Lee, Hee Hwang

JMIR Med Inform 2022;10(3):e35104

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A Digital Health Fall Prevention Program for Older Adults: Feasibility Study

Claire L Jacobson, Lauren C Foster, Hari Arul, Amanda Rees, Randall S Stafford

JMIR Form Res 2021;5(12):e30558

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Older Adults’ Experiences of Behavior Change Support in a Digital Fall Prevention Exercise Program: Qualitative Study Framed by the Self-determination Theory

Beatrice Pettersson, Rebecka Janols, Maria Wiklund, Lillemor Lundin-Olsson, Marlene Sandlund

J Med Internet Res 2021;23(7):e26235

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Examining the Relationship Between Environmental Factors and Inpatient Hospital Falls: Protocol for a Mixed Methods Study

Ronald I Shorr, Sherry Ahrentzen, Stephen L Luther, Chad Radwan, Bridget Hahm, Mahshad Kazemzadeh, Slande Alliance, Gail Powell-Cope, Gary M Fischer

JMIR Res Protoc 2021;10(7):e24974

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Technology-Based Fall Risk Assessments for Older Adults in Low-Income Settings: Protocol for a Cross-sectional Study

Ladda Thiamwong, Jeffrey R Stout, Joon-Hyuk Park, Xin Yan

JMIR Res Protoc 2021;10(4):e27381

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