Falls and Emergency Detection with Sensors and other Technologies

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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Evaluating a Smart Textile Loneliness Monitoring System for Older People: Co-Design and Qualitative Focus Group Study

Freya Probst, Jessica Rees, Zayna Aslam, Nikitia Mexia, Erika Molteni, Faith Matcham, Michela Antonelli, Anthea Tinker, Yu Shi, Sebastien Ourselin, Wei Liu

JMIR Aging 2024 (Dec 17); 7:e57622

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An Electronic Medical Record–Based Prognostic Model for Inpatient Falls: Development and Internal-External Cross-Validation

Rex Parsons, Robin Blythe, Susanna Cramb, Ahmad Abdel-Hafez, Steven McPhail

J Med Internet Res 2024 (Nov 13); 26:e59634

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Using a Device-Free Wi-Fi Sensing System to Assess Daily Activities and Mobility in Low-Income Older Adults: Protocol for a Feasibility Study

Jane Chung, Ingrid Pretzer-Aboff, Pamela Parsons, Katherine Falls, Eyuphan Bulut

JMIR Res Protoc 2024 (Nov 12); 13:e53447

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Sensor-Derived Measures of Motor and Cognitive Functions in People With Multiple Sclerosis Using Unsupervised Smartphone-Based Assessments: Proof-of-Concept Study

Matthew Scaramozza, Aurélie Ruet, Patrizia A Chiesa, Laïtissia Ahamada, Emmanuel Bartholomé, Loïc Carment, Julie Charre-Morin, Gautier Cosne, Léa Diouf, Christine C Guo, Adrien Juraver, Christoph M Kanzler, Angelos Karatsidis, Claudia Mazzà, Joaquin Penalver-Andres, Marta Ruiz, Aurore Saubusse, Gabrielle Simoneau, Alf Scotland, Zhaonan Sun, Minao Tang, Johan van Beek, Lauren Zajac, Shibeshih Belachew, Bruno Brochet, Nolan Campbell

JMIR Form Res 2024 (Nov 08); 8:e60673

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Enhancing Patient Safety Through an Integrated Internet of Things Patient Care System: Large Quasi-Experimental Study on Fall Prevention

Ming-Huan Wen, Po-Yin Chen, Shirling Lin, Ching-Wen Lien, Sheng-Hsiang Tu, Ching-Yi Chueh, Ying-Fang Wu, Kelvin Tan Cheng Kian, Yeh-Liang Hsu, Dorothy Bai

J Med Internet Res 2024 (Oct 03); 26:e58380

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Ability of Heart Rate Recovery and Gait Kinetics in a Single Wearable to Predict Frailty: Quasiexperimental Pilot Study

Reshma Aziz Merchant, Bernard Loke, Yiong Huak Chan

JMIR Form Res 2024 (Oct 03); 8:e58110

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Feasibility of Measuring Smartphone Accelerometry Data During a Weekly Instrumented Timed Up-and-Go Test After Emergency Department Discharge: Prospective Observational Cohort Study

Brian Suffoletto, David Kim, Caitlin Toth, Waverly Mayer, Sean Glaister, Chris Cinkowski, Nick Ashenburg, Michelle Lin, Michael Losak

JMIR Aging 2024 (Sep 04); 7:e57601

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Exploring the Experiences of Community-Dwelling Older Adults on Using Wearable Monitoring Devices With Regular Support From Community Health Workers, Nurses, and Social Workers: Qualitative Descriptive Study

Arkers Kwan Ching Wong, Jonathan Bayuo, Jing Jing Su, Karen Kit Sum Chow, Siu Man Wong, Bonnie Po Wong, Athena Yin Lam Lee, Frances Kam Yuet Wong

J Med Internet Res 2024 (Aug 07); 26:e49403

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An Effective Deep Learning Framework for Fall Detection: Model Development and Study Design

Jinxi Zhang, Zhen Li, Yu Liu, Jian Li, Hualong Qiu, Mohan Li, Guohui Hou, Zhixiong Zhou

J Med Internet Res 2024 (Aug 05); 26:e56750

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Assessing the Efficacy of the ARMOR Tool–Based Deprescribing Intervention for Fall Risk Reduction in Older Patients Taking Fall Risk–Increasing Drugs (DeFRID Trial): Protocol for a Randomized Controlled Trial

Rekha Priyadarshini, Madhavi Eerike, Sakthivadivel Varatharajan, Gomathi Ramaswamy, Gerard Marshall Raj, Jerin Jose Cherian, Priyadharsini Rajendran, Venugopalan Gunasekaran, Shailaja V Rao, Venu Gopala Rao Konda

JMIR Res Protoc 2024 (Jun 11); 13:e55638

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Academic Detailing as a Health Information Technology Implementation Method: Supporting the Design and Implementation of an Emergency Department–Based Clinical Decision Support Tool to Prevent Future Falls

Hanna J Barton, Apoorva Maru, Margaret A Leaf, Daniel J Hekman, Douglas A Wiegmann, Manish N Shah, Brian W Patterson

JMIR Hum Factors 2024 (Apr 18); 11:e52592

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Head Protection Device for Individuals at Risk for Head Injury due to Ground-Level Falls: Single Trauma Center User Experience Investigation

Susan Haag, John Kepros

JMIR Hum Factors 2024 (Mar 19); 11:e54854

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Phase Angle and Impedance Ratio as Indicators of Physical Function and Fear of Falling in Older Adult Women: Cross-Sectional Analysis

Danielle A Sterner, Jeffrey R Stout, Kworweinski Lafontant, Joon-Hyuk Park, David H Fukuda, Ladda Thiamwong

JMIR Aging 2024 (Mar 05); 7:e53975

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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 (Jan 30); 12:e48995

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A Closed-Loop Falls Monitoring and Prevention App for Multiple Sclerosis Clinical Practice: Human-Centered Design of the Multiple Sclerosis Falls InsightTrack

Valerie J Block, Kanishka Koshal, Jaeleene Wijangco, Nicolette Miller, Narender Sara, Kyra Henderson, Jennifer Reihm, Arpita Gopal, Sonam D Mohan, Jeffrey M Gelfand, Chu-Yueh Guo, Lauren Oommen, Alyssa Nylander, James A Rowson, Ethan Brown, Stephen Sanders, Katherine Rankin, Courtney R Lyles, Ida Sim, Riley Bove

JMIR Hum Factors 2024 (Jan 11); 11:e49331

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Association of Prospective Falls in Older People With Ubiquitous Step-Based Fall Risk Parameters Calculated From Ambulatory Inertial Signals: Secondary Data Analysis

Nahime Al Abiad, Kimberley S van Schooten, Valerie Renaudin, Kim Delbaere, Thomas Robert

JMIR Aging 2023 (Nov 24); 6:e49587

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