2024

Vol. 12 (2024)

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Implementation Report

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Design and Implementation of an Inpatient Fall Risk Management Information System

Ying Wang, Mengyao Jiang, Mei He, Meijie Du

JMIR Med Inform 2024 (Jan 02); 12:e46501

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A Nationwide Chronic Disease Management Solution via Clinical Decision Support Services: Software Development and Real-Life Implementation Report

Mustafa Mahir Ulgu, Gokce Banu Laleci Erturkmen, Mustafa Yuksel, Tuncay Namli, Şenan Postacı, Mert Gencturk, Yildiray Kabak, A Anil Sinaci, Suat Gonul, Asuman Dogac, Zübeyde Özkan Altunay, Banu Ekinci, Sahin Aydin, Suayip Birinci

JMIR Med Inform 2024 (Jan 19); 12:e49986

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Ten Years of Experience With a Telemedicine Platform Dedicated to Health Care Personnel: Implementation Report

Claudio Azzolini, Elias Premi, Simone Donati, Andrea Falco, Aldo Torreggiani, Francesco Sicurello, Andreina Baj, Lorenzo Azzi, Alessandro Orro, Giovanni Porta, Giovanna Azzolini, Marco Sorrentino, Paolo Melillo, Francesco Testa, Francesca Simonelli, Gianfranco Giardina, Umberto Paolucci

JMIR Med Inform 2024 (Jan 26); 12:e42847

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Learnings From Implementation of Technology-Enabled Mental Health Interventions in India: Implementation Report

Sudha Kallakuri, Sridevi Gara, Mahesh Godi, Sandhya Kanaka Yatirajula, Srilatha Paslawar, Mercian Daniel, David Peiris, Pallab Kumar Maulik

JMIR Med Inform 2024 (Feb 15); 12:e47504

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Machine Learning

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Enhancing Health Equity by Predicting Missed Appointments in Health Care: Machine Learning Study

Yi Yang, Samaneh Madanian, David Parry

JMIR Med Inform 2024 (Jan 12); 12:e48273

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Predicting Depression Risk in Patients With Cancer Using Multimodal Data: Algorithm Development Study

Anne de Hond, Marieke van Buchem, Claudio Fanconi, Mohana Roy, Douglas Blayney, Ilse Kant, Ewout Steyerberg, Tina Hernandez-Boussard

JMIR Med Inform 2024 (Jan 18); 12:e51925

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Improving Prediction of Survival for Extremely Premature Infants Born at 23 to 29 Weeks Gestational Age in the Neonatal Intensive Care Unit: Development and Evaluation of Machine Learning Models

Angie Li, Sarah Mullin, Peter L Elkin

JMIR Med Inform 2024 (Feb 14); 12:e42271

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Corrigenda and Addenda

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Correction: A Call to Reconsider a Nationwide Electronic Health Record System: Correcting the Failures of the National Program for IT

James Seymour Morris

JMIR Med Inform 2024 (Jan 12); 12:e56050

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Natural Language Processing

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Additional Value From Free-Text Diagnoses in Electronic Health Records: Hybrid Dictionary and Machine Learning Classification Study

Tarun Mehra, Tobias Wekhof, Dagmar Iris Keller

JMIR Med Inform 2024 (Jan 17); 12:e49007

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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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Electronic Health Records

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The Implementation of an Electronic Medical Record in a German Hospital and the Change in Completeness of Documentation: Longitudinal Document Analysis

Florian Wurster, Marina Beckmann, Natalia Cecon-Stabel, Kerstin Dittmer, Till Jes Hansen, Julia Jaschke, Juliane Köberlein-Neu, Mi-Ran Okumu, Carsten Rusniok, Holger Pfaff, Ute Karbach

JMIR Med Inform 2024 (Jan 19); 12:e47761

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Application of Failure Mode and Effects Analysis to Improve the Quality of the Front Page of Electronic Medical Records in China: Cross-Sectional Data Mapping Analysis

Siyi Zhan, Liping Ding, Hui Li, Aonan Su

JMIR Med Inform 2024 (Jan 19); 12:e53002

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Decision Support for Health Professionals

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A Patient Similarity Network (CHDmap) to Predict Outcomes After Congenital Heart Surgery: Development and Validation Study

Haomin Li, Mengying Zhou, Yuhan Sun, Jian Yang, Xian Zeng, Yunxiang Qiu, Yuanyuan Xia, Zhijie Zheng, Jin Yu, Yuqing Feng, Zhuo Shi, Ting Huang, Linhua Tan, Ru Lin, Jianhua Li, Xiangming Fan, Jingjing Ye, Huilong Duan, Shanshan Shi, Qiang Shu

JMIR Med Inform 2024 (Jan 19); 12:e49138

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Adoption and Change Management of eHealth Systems

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Value of Electronic Health Records Measured Using Financial and Clinical Outcomes: Quantitative Study

Shikha Modi, Sue S Feldman, Eta S Berner, Benjamin Schooley, Allen Johnston

JMIR Med Inform 2024 (Jan 24); 12:e52524

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Viewpoints on and Experiences with Digital Technologies in Health

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Using a Natural Language Processing Approach to Support Rapid Knowledge Acquisition

Taneya Y Koonce, Dario A Giuse, Annette M Williams, Mallory N Blasingame, Poppy A Krump, Jing Su, Nunzia B Giuse

JMIR Med Inform 2024 (Jan 30); 12:e53516

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The Current Status and Promotional Strategies for Cloud Migration of Hospital Information Systems in China: Strengths, Weaknesses, Opportunities, and Threats Analysis

Jian Xu

JMIR Med Inform 2024 (Feb 05); 12:e52080

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Reviews in Medical Informatics

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Multicriteria Decision-Making in Diabetes Management and Decision Support: Systematic Review

Tahmineh Aldaghi, Jan Muzik

JMIR Med Inform 2024 (Feb 01); 12:e47701

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Predicting Hypoxia Using Machine Learning: Systematic Review

Lena Pigat, Benjamin P Geisler, Seyedmostafa Sheikhalishahi, Julia Sander, Mathias Kaspar, Maximilian Schmutz, Sven Olaf Rohr, Carl Mathis Wild, Sebastian Goss, Sarra Zaghdoudi, Ludwig Christian Hinske

JMIR Med Inform 2024 (Feb 02); 12:e50642

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Standards and Interoperability

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Use of Metadata-Driven Approaches for Data Harmonization in the Medical Domain: Scoping Review

Yuan Peng, Franziska Bathelt, Richard Gebler, Robert Gött, Andreas Heidenreich, Elisa Henke, Dennis Kadioglu, Stephan Lorenz, Abishaa Vengadeswaran, Martin Sedlmayr

JMIR Med Inform 2024 (Feb 14); 12:e52967

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Advanced Data Analytics in eHealth

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