Clinical Informatics

Enhancing Frailty Assessments for Transcatheter Aortic Valve Replacement Patients Using Structured and Unstructured Data: Real-World Evidence Study

Mamoun T Mardini, Chen Bai, Anthony A Bavry, Ahmed Zaghloul, R David Anderson, Catherine E Crenshaw Price, Mohammad A Z Al-Ani

JMIR Aging 2024 (Nov 27); 7:e58980

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Patient Preferences for Direct-to-Consumer Telemedicine Services: Replication and Extension of a Nationwide Survey

Julia Ivanova, Hattie Wilczewski, Farina Klocksieben, Mollie Cummins, Hiral Soni, Triton Ong, Janelle Barrera, Jillian Harvey, Nathaniel O'Connell, James McElligott, Brandon Welch, Brian Bunnell

JMIR Hum Factors 2024 (Nov 27); 11:e51056

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Benefits of Clinical Decision Support Systems for the Management of Noncommunicable Chronic Diseases: Targeted Literature Review

Klaudia Grechuta, Pedram Shokouh, Ahmad Alhussein, Dirk Müller-Wieland, Juliane Meyerhoff, Jeremy Gilbert, Sneha Purushotham, Catherine Rolland

Interact J Med Res 2024 (Nov 27); 13:e58036

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A Computable Phenotype Algorithm for Postvaccination Myocarditis/Pericarditis Detection Using Real-World Data: Validation Study

Matthew Deady, Raymond Duncan, Matthew Sonesen, Renier Estiandan, Kelly Stimpert, Sylvia Cho, Jeffrey Beers, Brian Goodness, Lance Daniel Jones, Richard Forshee, Steven A Anderson, Hussein Ezzeldin

J Med Internet Res 2024 (Nov 25); 26:e54597

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Antihypertensive Drug Recommendations for Reducing Arterial Stiffness in Patients With Hypertension: Machine Learning–Based Multicohort (RIGIPREV) Study

Iván Cavero-Redondo, Arturo Martinez-Rodrigo, Alicia Saz-Lara, Nerea Moreno-Herraiz, Veronica Casado-Vicente, Leticia Gomez-Sanchez, Luis Garcia-Ortiz, Manuel A Gomez-Marcos, RIGIPREV Investigators Group

J Med Internet Res 2024 (Nov 25); 26:e54357

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Identification of a Susceptible and High-Risk Population for Postoperative Systemic Inflammatory Response Syndrome in Older Adults: Machine Learning–Based Predictive Model

Haiyan Mai, Yaxin Lu, Yu Fu, Tongsen Luo, Xiaoyue Li, Yihan Zhang, Zifeng Liu, Yuenong Zhang, Shaoli Zhou, Chaojin Chen

J Med Internet Res 2024 (Nov 22); 26:e57486

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Calculating Optimal Patient to Nursing Capacity: Comparative Analysis of Traditional and New Methods

Anna Ware, Terri Blumke, Peter Hoover, David Arreola

JMIR Nursing 2024 (Nov 22); 7:e59619

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Hospital Length of Stay Prediction for Planned Admissions Using Observational Medical Outcomes Partnership Common Data Model: Retrospective Study

Haeun Lee, Seok Kim, Hui-Woun Moon, Ho-Young Lee, Kwangsoo Kim, Se Young Jung, Sooyoung Yoo

J Med Internet Res 2024 (Nov 22); 26:e59260

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Performance Comparison of Junior Residents and ChatGPT in the Objective Structured Clinical Examination (OSCE) for Medical History Taking and Documentation of Medical Records: Development and Usability Study

Ting-Yun Huang, Pei Hsing Hsieh, Yung-Chun Chang

JMIR Med Educ 2024 (Nov 21); 10:e59902

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Chinese Clinical Named Entity Recognition With Segmentation Synonym Sentence Synthesis Mechanism: Algorithm Development and Validation

Jian Tang, Zikun Huang, Hongzhen Xu, Hao Zhang, Hailing Huang, Minqiong Tang, Pengsheng Luo, Dong Qin

JMIR Med Inform 2024 (Nov 21); 12:e60334

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Factors Contributing to Successful Information System Implementation and Employee Well-Being in Health Care and Social Welfare Professionals: Comparative Cross-Sectional Study

Janna Nadav, Anu-Marja Kaihlanen, Sari Kujala, Ilmo Keskimäki, Johanna Viitanen, Samuel Salovaara, Petra Saukkonen, Jukka Vänskä, Tuulikki Vehko, Tarja Heponiemi

JMIR Med Inform 2024 (Nov 21); 12:e52817

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Population Digital Health: Continuous Health Monitoring and Profiling at Scale

Naser Hossein Motlagh, Agustin Zuniga, Ngoc Thi Nguyen, Huber Flores, Jiangtao Wang, Sasu Tarkoma, Mattia Prosperi, Sumi Helal, Petteri Nurmi

Online J Public Health Inform 2024 (Nov 20); 16:e60261

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Toward Guidelines for Designing Holistic Integrated Information Visualizations for Time-Critical Contexts: Systematic Review

Ahmed Mohammed Patel, Weston Baxter, Talya Porat

J Med Internet Res 2024 (Nov 20); 26:e58088

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The Impact of Patient Access to Electronic Health Records on Health Care Engagement: Systematic Review

Dalia Alomar, Maryam Almashmoum, Iliada Eleftheriou, Pauline Whelan, John Ainsworth

J Med Internet Res 2024 (Nov 20); 26:e56473

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Evaluation Framework of Large Language Models in Medical Documentation: Development and Usability Study

Junhyuk Seo, Dasol Choi, Taerim Kim, Won Chul Cha, Minha Kim, Haanju Yoo, Namkee Oh, YongJin Yi, Kye Hwa Lee, Edward Choi

J Med Internet Res 2024 (Nov 20); 26:e58329

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Comparative Analysis of Diagnostic Performance: Differential Diagnosis Lists by LLaMA3 Versus LLaMA2 for Case Reports

Takanobu Hirosawa, Yukinori Harada, Kazuki Tokumasu, Tatsuya Shiraishi, Tomoharu Suzuki, Taro Shimizu

JMIR Form Res 2024 (Nov 19); 8:e64844

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Using Large Language Models to Abstract Complex Social Determinants of Health From Original and Deidentified Medical Notes: Development and Validation Study

Alexandra Ralevski, Nadaa Taiyab, Michael Nossal, Lindsay Mico, Samantha Piekos, Jennifer Hadlock

J Med Internet Res 2024 (Nov 19); 26:e63445

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Data Ownership in the AI-Powered Integrative Health Care Landscape

Shuimei Liu, L Raymond Guo

JMIR Med Inform 2024 (Nov 19); 12:e57754

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A 25-Year Retrospective of Health IT Infrastructure Building: The Example of the Catalonia Region

Jordi Piera-Jiménez, Gerard Carot-Sans, Marina Ramiro-Pareta, Maria Mercedes Nogueras, Júlia Folguera-Profitós, Pepi Ródenas, Alba Jiménez-Rueda, Thais de Pando Navarro, Josep Antoni Mira Palacios, Joan Carles Fajardo, Joan Ustrell Campillo, Emili Vela, David Monterde, Damià Valero-Bover, Tara Bonet, Guillermo Tarrasó-Urios, Roser Cantenys-Sabà, Pau Fabregat-Fabregat, Beatriz Gómez Oliveros, Jesús Berdún, Xabier Michelena, Isaac Cano, Rubèn González-Colom, Josep Roca, Oscar Solans, Caridad Pontes, Pol Pérez-Sust

J Med Internet Res 2024 (Nov 18); 26:e58933

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Distributed Statistical Analyses: A Scoping Review and Examples of Operational Frameworks Adapted to Health Analytics

Félix Camirand Lemyre, Simon Lévesque, Marie-Pier Domingue, Klaus Herrmann, Jean-François Ethier

JMIR Med Inform 2024 (Nov 14); 12:e53622

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