Clinical Informatics

Developing a Machine Learning Algorithm to Predict the Probability of Medical Staff Work Mode Using Human-Smartphone Interaction Patterns: Algorithm Development and Validation Study

Hung-Hsun Chen, Henry Horng-Shing Lu, Wei-Hung Weng, Yu-Hsuan Lin

J Med Internet Res 2023 (Dec 29); 25:e48834

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Can OpenEHR, ISO 13606, and HL7 FHIR Work Together? An Agnostic Approach for the Selection and Application of Electronic Health Record Standards to the Next-Generation Health Data Spaces

Miguel Pedrera-Jiménez, Noelia García-Barrio, Santiago Frid, David Moner, Diego Boscá-Tomás, Raimundo Lozano-Rubí, Dipak Kalra, Thomas Beale, Adolfo Muñoz-Carrero, Pablo Serrano-Balazote

J Med Internet Res 2023 (Dec 28); 25:e48702

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Empathy and Equity: Key Considerations for Large Language Model Adoption in Health Care

Erica Koranteng, Arya Rao, Efren Flores, Michael Lev, Adam Landman, Keith Dreyer, Marc Succi

JMIR Med Educ 2023 (Dec 28); 9:e51199

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Economic Evaluations and Equity in the Use of Artificial Intelligence in Imaging Exams for Medical Diagnosis in People With Skin, Neurological, and Pulmonary Diseases: Protocol for a Systematic Review

Giulia Osório Santana, Rodrigo de Macedo Couto, Rafael Maffei Loureiro, Brunna Carolinne Rocha Silva Furriel, Edna Terezinha Rother, Joselisa Péres Queiroz de Paiva, Lucas Reis Correia

JMIR Res Protoc 2023 (Dec 28); 12:e48544

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Users’ Experiences With Online Access to Electronic Health Records in Mental and Somatic Health Care: Cross-Sectional Study

Bo Wang, Eli Kristiansen, Asbjørn Johansen Fagerlund, Paolo Zanaboni, Maria Hägglund, Annika Bärkås, Sari Kujala, Åsa Cajander, Charlotte Blease, Anna Kharko, Isto Huvila, Bridget Kane, Monika Alise Johansen

J Med Internet Res 2023 (Dec 25); 25:e47840

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Explainable Artificial Intelligence Warning Model Using an Ensemble Approach for In-Hospital Cardiac Arrest Prediction: Retrospective Cohort Study

Yun Kwan Kim, Ja Hyung Koo, Sun Jung Lee, Hee Seok Song, Minji Lee

J Med Internet Res 2023 (Dec 22); 25:e48244

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The Necessity of Interoperability to Uncover the Full Potential of Digital Health Devices

Julian D Schwab, Silke D Werle, Rolf Hühne, Hannah Spohn, Udo X Kaisers, Hans A Kestler

JMIR Med Inform 2023 (Dec 22); 11:e49301

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A Pragmatic Method to Integrate Data From Preexisting Cohort Studies Using the Clinical Data Interchange Standards Consortium (CDISC) Study Data Tabulation Model: Case Study

Keiichi Matsuzaki, Megumi Kitayama, Keiichi Yamamoto, Rei Aida, Takumi Imai, Mami Ishida, Ritsuko Katafuchi, Tetsuya Kawamura, Takashi Yokoo, Ichiei Narita, Yusuke Suzuki

JMIR Med Inform 2023 (Dec 21); 11:e46725

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Effects of Internal and External Factors on Hospital Data Breaches: Quantitative Study

Diane Dolezel, Brad Beauvais, Paula Stigler Granados, Lawrence Fulton, Clemens Scott Kruse

J Med Internet Res 2023 (Dec 21); 25:e51471

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A Biobanking System for Diagnostic Images: Architecture Development, COVID-19–Related Use Cases, and Performance Evaluation

Giuseppina Esposito, Ciro Allarà, Marco Randon, Marco Aiello, Marco Salvatore, Giuseppe Aceto, Antonio Pescapè

JMIR Form Res 2023 (Dec 21); 7:e42505

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Predicting Postoperative Hospital Stays Using Nursing Narratives and the Reverse Time Attention (RETAIN) Model: Retrospective Cohort Study

Sungjoo Han, Yong Bum Kim, Jae Hong No, Dong Hoon Suh, Kidong Kim, Soyeon Ahn

JMIR Med Inform 2023 (Dec 19); 11:e45377

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Reimagining Core Entrustable Professional Activities for Undergraduate Medical Education in the Era of Artificial Intelligence

Sarah Marie Jacobs, Neva Nicole Lundy, Saul Barry Issenberg, Latha Chandran

JMIR Med Educ 2023 (Dec 19); 9:e50903

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Existing Barriers Faced by and Future Design Recommendations for Direct-to-Consumer Health Care Artificial Intelligence Apps: Scoping Review

Xin He, Xi Zheng, Huiyuan Ding

J Med Internet Res 2023 (Dec 18); 25:e50342

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Use of Epic Electronic Health Record System for Health Care Research: Scoping Review

Jawad Chishtie, Natalie Sapiro, Natalie Wiebe, Leora Rabatach, Diane Lorenzetti, Alexander A Leung, Doreen Rabi, Hude Quan, Cathy A Eastwood

J Med Internet Res 2023 (Dec 15); 25:e51003

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Tensorial Principal Component Analysis in Detecting Temporal Trajectories of Purchase Patterns in Loyalty Card Data: Retrospective Cohort Study

Reija Autio, Joni Virta, Klaus Nordhausen, Mikael Fogelholm, Maijaliisa Erkkola, Jaakko Nevalainen

J Med Internet Res 2023 (Dec 15); 25:e44599

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Performance Test of a Well-Trained Model for Meningioma Segmentation in Health Care Centers: Secondary Analysis Based on Four Retrospective Multicenter Data Sets

Chaoyue Chen, Yuen Teng, Shuo Tan, Zizhou Wang, Lei Zhang, Jianguo Xu

J Med Internet Res 2023 (Dec 15); 25:e44119

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Toward an Interdisciplinary Approach to Constructing Care Delivery Pathways From Electronic Health Care Databases to Support Integrated Care in Chronic Conditions: Systematic Review of Quantification and Visualization Methods

Luiza Siqueira do Prado, Samuel Allemann, Marie Viprey, Anne-Marie Schott, Dan Dediu, Alexandra Lelia Dima

J Med Internet Res 2023 (Dec 14); 25:e49996

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Adoption of Electronic Health Record Among Substance Use Disorder Treatment Programs: Nationwide Cross-Sectional Survey Study

Jemima A Frimpong, Xun Liu, Lingrui Liu, Ruoqiuyan Zhang

J Med Internet Res 2023 (Dec 14); 25:e45238

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A Machine Learning Algorithm Predicting Acute Kidney Injury in Intensive Care Unit Patients (NAVOY Acute Kidney Injury): Proof-of-Concept Study

Inger Persson, Adam Grünwald, Ludivine Morvan, David Becedas, Martin Arlbrandt

JMIR Form Res 2023 (Dec 14); 7:e45979

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Caries Detection in Primary Teeth Using Intraoral Scanners Featuring Fluorescence: Protocol for a Diagnostic Agreement Study

Bree Jones, Stavroula Michou, Tong Chen, Margarita Moreno-Betancur, Nicky Kilpatrick, David Burgner, Christoph Vannahme, Mihiri Silva

JMIR Res Protoc 2023 (Dec 14); 12:e51578

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