Falls and Emergency Detection with Sensors and other Technologies

Articles published in 2025 in this theme: 20 (scroll down to load remaining articles)

2025

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Machine Learning–Based Prediction of In-Hospital Falls in Adult Inpatients: Retrospective Observational Multicenter Study

Takuya Nishino, Kotone Matsuyama, Yasuo Miyagi, Nari Tanabe, Fumiko Yamaguchi, Hiroki Ito, Shizuka Soh, Ayako Yano, Masako Mizuno, Katsuhito Kato, Hiroshige Jinnouchi, Chol Kim, Yosuke Ishii, Hiroki Yamaguchi, Yukihiro Kondo

JMIR Med Inform 2025 (Dec 04); 13:e75958

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Detection of Polyphonic Alarm Sounds From Medical Devices Using Frequency-Enhanced Deep Learning: Simulation Study

Kazumasa Kishimoto, Tadamasa Takemura, Osamu Sugiyama, Ryosuke Kojima, Masahiro Yakami, Goshiro Yamamoto, Tomohiro Kuroda

JMIR Med Inform 2025 (Nov 12); 13:e35987

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Urban Environment and Outdoor Walking Mobility Among Older Adults With and Without Cognitive Impairment in Singapore: Formative Study

Yuezhong Liu, Chek Hooi Wong, Noam Shoval, Moon-Ho Ringo Ho, Yin-Leng Theng

JMIR Form Res 2025 (Oct 27); 9:e76777

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The Potential of AI in Nursing Care: Multicenter Evaluation in Fall Risk Assessment

Ivana Nanevski, Sebastian Jäger, Matthias Schulte-Althoff, Eva-Maria Behnke, Daniel Fürstenau, Felix Biessmann

J Med Internet Res 2025 (Oct 08); 27:e71034

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Expanding the Design Space for Fall Prevention in Acute Orthopedic Hospital Care: Human-Centered Design Study

Maria Ehn, Åsa Revenäs, Helena Tobiasson

JMIR Hum Factors 2025 (Oct 02); 12:e73110

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Quantifying Spatial Shadow Zones and Their Association With Hospital Falls in Acute Care Unit: Real-Time Location System Observational Study

Yen-Pin Chen, Yi-Chun Chen, Chen-Liang Lin, Chien-Yu Chi, Yi-Ying Chen, Bey-Jing Yang, Chien-Hua Huang

JMIR Form Res 2025 (Sep 10); 9:e75697

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Improving Prediction of Falls and Cognitive Impairment in Parkinson Disease: Protocol for a Decentralized Observational Study

Audrey Hoyt, Casey Dorney, Peggy Auinger, Kathryn Murphy, Michelle Porto, Katrina Schmier, Renee Wilson, James C Beck, Stephanie Benvengo, Kevin Biglan, E Ray Dorsey, Alberto J Espay, Eric A Macklin, Mariana HG Monje, Dan Novak, David Oakes, Larsson Omberg, Michael A Schwarzschild, Solveig K Sieberts, Tanya Simuni, Caroline M Tanner, Daniel Weintraub, Ruth B Schneider

JMIR Res Protoc 2025 (Aug 27); 14:e71955

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Use of Wearable Sensors to Assess Fall Risk in Neurological Disorders: Systematic Review

Mirjam Bonanno, Augusto Ielo, Paolo De Pasquale, Antonio Celesti, Alessandro Marco De Nunzio, Angelo Quartarone, Rocco Salvatore Calabrò

JMIR Mhealth Uhealth 2025 (Aug 18); 13:e67265

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Balance Improvement and Fall Risk Reduction in Stroke Survivors After Treatment With a Wearable Home-Use Gait Device: Single-Arm Longitudinal Study With 1-Year Follow-Up

Brianne Darcy, Lauren Rashford, David Huizenga, Kyle B Reed, Stacy J M Bamberg

JMIR Form Res 2025 (Aug 15); 9:e67297

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Gait Disturbances in Older Adults With Cerebral Small Vessel Disease: Mixed Methods Study Using Smartphone Sensors and Video Analysis

Xiaojun Lai, Li-Yan Qiao, Pei-Luen Patrick Rau, Yankuan Liu

JMIR Form Res 2025 (Jul 28); 9:e58864

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Falls Prevention Among Older Adults in Rural Communities: Protocol for a Scoping Review

Megan Funk, Juanita-Dawne Bacsu, Melba Sheila D’Souza, Anila Virani, Zahra Rahemi, Matthew Lee Smith

JMIR Res Protoc 2025 (Jul 21); 14:e63716

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Development and Validation of a Rule-Based Natural Language Processing Algorithm to Identify Falls in Inpatient Records of Older Adults: Retrospective Analysis

Xing Xing Qian, Pui Hing Chau, Daniel Y T Fong, Mandy Ho, Jean Woo

JMIR Aging 2025 (Jul 08); 8:e65195

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Wearable Technologies for Health Promotion and Disease Prevention in Older Adults: Systematic Scoping Review and Evidence Map

Yue Sun, Ji Chen, Mengmeng Ji, Xiaomei Li

J Med Internet Res 2025 (Jun 24); 27:e69077

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Development of an Eco-Friendly Smartphone-Assisted Nystagmus Recording System for Recording Vertigo Attacks Anytime, Anywhere: Pilot App Development Study

Yumi Dobashi, Masao Noda, Tatsuaki Kuroda, Noriaki Miyata, Makoto Ito, Reiko Tsunoda, Hiroaki Fushiki

JMIR Form Res 2025 (Jun 18); 9:e73811

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Advancing Remote Monitoring for Patients With Alzheimer Disease and Related Dementias: Systematic Review

Mohmmad Arif Shaik, Fahim Islam Anik, Md. Mehedi Hasan, Sumit Chakravarty, Mary Dioise Ramos, Mohammad Ashiqur Rahman, Sheikh Iqbal Ahamed, Nazmus Sakib

JMIR Aging 2025 (May 14); 8:e69175

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Effects of Integrating Wearable Activity Trackers With a Home-Based Multicomponent Exercise Intervention on Fall-Related Parameters and Physical Function in Older Adults: Randomized Controlled Trial

Yejin Kim, Kyung Hee Park, Hye-Mi Noh

JMIR Mhealth Uhealth 2025 (May 08); 13:e64458

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Values of Stakeholders Involved in Applying Surveillance Technology for People With Dementia in Nursing Homes: Scoping Review

Daniëlle van Gaans-Riteco, Annerieke Stoop, Eveline Wouters

JMIR Aging 2025 (Mar 20); 8:e64074

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Experiences With an In-Bed Real-Time Motion Monitoring System on a Geriatric Ward: Mixed Methods Study

Stefan Walzer, Isabel Schön, Johanna Pfeil, Nicola Merz, Helga Marx, Sven Ziegler, Christophe Kunze

JMIR Form Res 2025 (Mar 04); 9:e63572

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Collecting Real-World Data via an In-Home Smart Medication Dispenser: Longitudinal Observational Study of Survey Panel Persistency, Response Rates, and Psychometric Properties

Benjamin Ogorek, Thomas Rhoads, Erica Smith

JMIR Hum Factors 2025 (Feb 03); 12:e60438

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Interstep Variations of Stairways and Associations of High-Contrast Striping and Fall-Related Events: Observational Study

Sara A Harper, Chayston Brown, Shandon L Poulsen, Tyson S Barrett, Christopher J Dakin

Interact J Med Res 2025 (Jan 08); 14:e60622

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