Secondary Use of Clinical Data for Research and Surveillance

Introducing Attribute Association Graphs to Facilitate Medical Data Exploration: Development and Evaluation Using Epidemiological Study Data

Louis Bellmann, Alexander Johannes Wiederhold, Leona Trübe, Raphael Twerenbold, Frank Ückert, Karl Gottfried

JMIR Med Inform 2024 (Jul 24); 12:e49865

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Construction of a Multi-Label Classifier for Extracting Multiple Incident Factors From Medication Incident Reports in Residential Care Facilities: Natural Language Processing Approach

Hayato Kizaki, Hiroki Satoh, Sayaka Ebara, Satoshi Watabe, Yasufumi Sawada, Shungo Imai, Satoko Hori

JMIR Med Inform 2024 (Jul 23); 12:e58141

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Identifying Predictors of Heart Failure Readmission in Patients From a Statutory Health Insurance Database: Retrospective Machine Learning Study

Rebecca T Levinson, Cinara Paul, Andreas D Meid, Jobst-Hendrik Schultz, Beate Wild

JMIR Cardio 2024 (Jul 23); 8:e54994

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Factors Influencing Neuromuscular Blockade Reversal Choice in the United States Before and During the COVID-19 Pandemic: Retrospective Longitudinal Analysis

Vladimir Turzhitsky, Lori D Bash, Richard D Urman, Michael Kattan, Ira Hofer

JMIR Perioper Med 2024 (Jul 22); 7:e52278

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Data Lake, Data Warehouse, Datamart, and Feature Store: Their Contributions to the Complete Data Reuse Pipeline

Antoine Lamer, Chloé Saint-Dizier, Nicolas Paris, Emmanuel Chazard

JMIR Med Inform 2024 (Jul 17); 12:e54590

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Integrating Clinical Data and Medical Imaging in Lung Cancer: Feasibility Study Using the Observational Medical Outcomes Partnership Common Data Model Extension

Hyerim Ji, Seok Kim, Leonard Sunwoo, Sowon Jang, Ho-Young Lee, Sooyoung Yoo

JMIR Med Inform 2024 (Jul 12); 12:e59187

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Privacy-Preserving Prediction of Postoperative Mortality in Multi-Institutional Data: Development and Usability Study

Jungyo Suh, Garam Lee, Jung Woo Kim, Junbum Shin, Yi-Jun Kim, Sang-Wook Lee, Sulgi Kim

JMIR Med Inform 2024 (Jul 05); 12:e56893

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A Comprehensive Youth Diabetes Epidemiological Data Set and Web Portal: Resource Development and Case Studies

Catherine McDonough, Yan Chak Li, Nita Vangeepuram, Bian Liu, Gaurav Pandey

JMIR Public Health Surveill 2024 (Jul 02); 10:e53330

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Data Flow Construction and Quality Evaluation of Electronic Source Data in Clinical Trials: Pilot Study Based on Hospital Electronic Medical Records in China

Yannan Yuan, Yun Mei, Shuhua Zhao, Shenglong Dai, Xiaohong Liu, Xiaojing Sun, Zhiying Fu, Liheng Zhou, Jie Ai, Liheng Ma, Min Jiang

JMIR Med Inform 2024 (Jun 27); 12:e52934

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The Association of Broadband Internet Use With Drug Overdose Mortality Rates in the United States: Cross-Sectional Analysis

Ioannis Karakis, Genti Kostandini, Konstantinos Tsamakis, Velma Zahirovic-Herbert

Online J Public Health Inform 2024 (Jun 26); 16:e52686

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User Preferences and Needs for Health Data Collection Using Research Electronic Data Capture: Survey Study

Hiral Soni, Julia Ivanova, Hattie Wilczewski, Triton Ong, J Nalubega Ross, Alexandra Bailey, Mollie Cummins, Janelle Barrera, Brian Bunnell, Brandon Welch

JMIR Med Inform 2024 (Jun 25); 12:e49785

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Ischemic Stroke After Bivalent COVID-19 Vaccination: Self-Controlled Case Series Study

Stanley Xu, Lina S Sy, Vennis Hong, Kimberly J Holmquist, Lei Qian, Paddy Farrington, Katia J Bruxvoort, Nicola P Klein, Bruce Fireman, Bing Han, Bruno J Lewin

JMIR Public Health Surveill 2024 (Jun 25); 10:e53807

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Implementing a Biomedical Data Warehouse From Blueprint to Bedside in a Regional French University Hospital Setting: Unveiling Processes, Overcoming Challenges, and Extracting Clinical Insight

Matilde Karakachoff, Thomas Goronflot, Sandrine Coudol, Delphine Toublant, Adrien Bazoge, Pacôme Constant Dit Beaufils, Emilie Varey, Christophe Leux, Nicolas Mauduit, Matthieu Wargny, Pierre-Antoine Gourraud

JMIR Med Inform 2024 (Jun 24); 12:e50194

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Patients’ and Clinicians’ Perceptions of the Clinical Utility of Predictive Risk Models for Chemotherapy-Related Symptom Management: Qualitative Exploration Using Focus Groups and Interviews

Morven Miller, Lisa McCann, Liane Lewis, Christine Miaskowski, Emma Ream, Andrew Darley, Jenny Harris, Grigorios Kotronoulas, Geir V Berg, Simone Lubowitzki, Jo Armes, Elizabeth Patiraki, Eileen Furlong, Patricia Fox, Alexander Gaiger, Antonella Cardone, Dawn Orr, Adrian Flowerday, Stylianos Katsaragakis, Simon Skene, Margaret Moore, Paul McCrone, Nicosha De Souza, Peter T Donnan, Roma Maguire

J Med Internet Res 2024 (Jun 20); 26:e49309

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Effect of Implementing an Informatization Case Management Model on the Management of Chronic Respiratory Diseases in a General Hospital: Retrospective Controlled Study

Yi-Zhen Xiao, Xiao-Jia Chen, Xiao-Ling Sun, Huan Chen, Yu-Xia Luo, Yuan Chen, Ye-Mei Liang

JMIR Med Inform 2024 (Jun 19); 12:e49978

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Retrieval-Based Diagnostic Decision Support: Mixed Methods Study

Tassallah Abdullahi, Laura Mercurio, Ritambhara Singh, Carsten Eickhoff

JMIR Med Inform 2024 (Jun 19); 12:e50209

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How to Elucidate Consent-Free Research Use of Medical Data: A Case for “Health Data Literacy”

Gesine Richter, Michael Krawczak

JMIR Med Inform 2024 (Jun 18); 12:e51350

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Real-World Survival Comparisons Between Radiotherapy and Surgery for Metachronous Second Primary Lung Cancer and Predictions of Lung Cancer–Specific Outcomes Using Machine Learning: Population-Based Study

Yue Zheng, Ailin Zhao, Yuqi Yang, Laduona Wang, Yifei Hu, Ren Luo, Yijun Wu

JMIR Cancer 2024 (Jun 12); 10:e53354

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Creation of Standardized Common Data Elements for Diagnostic Tests in Infectious Disease Studies: Semantic and Syntactic Mapping

Caroline Stellmach, Sina Marie Hopff, Thomas Jaenisch, Susana Marina Nunes de Miranda, Eugenia Rinaldi, The NAPKON, LEOSS, ORCHESTRA, and ReCoDID Working Groups

J Med Internet Res 2024 (Jun 10); 26:e50049

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App Engagement as a Predictor of Weight Loss in Blended-Care Interventions: Retrospective Observational Study Using Large-Scale Real-World Data

Marco Lehmann, Lucy Jones, Felix Schirmann

J Med Internet Res 2024 (Jun 07); 26:e45469

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