Clinical Informatics

Identifications of Similarity Metrics for Patients With Cancer: Protocol for a Scoping Review

Iryna Manuilova, Jan Bossenz, Annemarie Bianka Weise, Dominik Boehm, Cosima Strantz, Philipp Unberath, Niklas Reimer, Patrick Metzger, Thomas Pauli, Silke D Werle, Susann Schulze, Sonja Hiemer, Arsenij Ustjanzew, Hans A Kestler, Hauke Busch, Benedikt Brors, Jan Christoph

JMIR Res Protoc 2024 (Sep 04); 13:e58705

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Near Real-Time Syndromic Surveillance of Emergency Department Triage Texts Using Natural Language Processing: Case Study in Febrile Convulsion Detection

Sedigh Khademi, Christopher Palmer, Muhammad Javed, Gerardo Luis Dimaguila, Hazel Clothier, Jim Buttery, Jim Black

JMIR AI 2024 (Aug 30); 3:e54449

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Predictors of Medical and Dental Clinic Closure by Machine Learning Methods: Cross-Sectional Study Using Empirical Data

Young-Taek Park, Donghan Kim, Ji Soo Jeon, Kwang Gi Kim

J Med Internet Res 2024 (Aug 30); 26:e46608

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Optimizing Response Rates to Examine Health IT Maturity and Nurse Practitioner Care Environments in US Nursing Homes: Mixed Mode Survey Recruitment Protocol

Gregory L Alexander, Lusine Poghosyan, Yihong Zhao, Mollie Hobensack, Sergey Kisselev, Allison A Norful, John McHugh, Keely Wise, M Brooke Schrimpf, Ann Kolanowski, Tamanna Bhatia, Sabrina Tasnova

JMIR Res Protoc 2024 (Aug 29); 13:e56170

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Viability of Open Large Language Models for Clinical Documentation in German Health Care: Real-World Model Evaluation Study

Felix Heilmeyer, Daniel Böhringer, Thomas Reinhard, Sebastian Arens, Lisa Lyssenko, Christian Haverkamp

JMIR Med Inform 2024 (Aug 28); 12:e59617

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Evaluation of a Natural Language Processing Approach to Identify Diagnostic Errors and Analysis of Safety Learning System Case Review Data: Retrospective Cohort Study

Azade Tabaie, Alberta Tran, Tony Calabria, Sonita S Bennett, Arianna Milicia, William Weintraub, William James Gallagher, John Yosaitis, Laura C Schubel, Mary A Hill, Kelly Michelle Smith, Kristen Miller

J Med Internet Res 2024 (Aug 26); 26:e50935

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Sex-Based Performance Disparities in Machine Learning Algorithms for Cardiac Disease Prediction: Exploratory Study

Isabel Straw, Geraint Rees, Parashkev Nachev

J Med Internet Res 2024 (Aug 26); 26:e46936

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AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation

Xuan Zou, Weijie He, Yu Huang, Yi Ouyang, Zhen Zhang, Yu Wu, Yongsheng Wu, Lili Feng, Sheng Wu, Mengqi Yang, Xuyan Chen, Yefeng Zheng, Rui Jiang, Ting Chen

J Med Internet Res 2024 (Aug 23); 26:e54616

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Data Quality–Driven Improvement in Health Care: Systematic Literature Review

Anthony Lighterness, Michael Adcock, Lauren Abigail Scanlon, Gareth Price

J Med Internet Res 2024 (Aug 22); 26:e57615

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Exploring Computational Techniques in Preprocessing Neonatal Physiological Signals for Detecting Adverse Outcomes: Scoping Review

Jessica Rahman, Aida Brankovic, Mark Tracy, Sankalp Khanna

Interact J Med Res 2024 (Aug 20); 13:e46946

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Effective Privacy Protection Strategies for Pregnancy and Gestation Information From Electronic Medical Records: Retrospective Study in a National Health Care Data Network in China

Chao Liu, Yuanshi Jiao, Licong Su, Wenna Liu, Haiping Zhang, Sheng Nie, Mengchun Gong

J Med Internet Res 2024 (Aug 20); 26:e46455

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The Use of Deep Learning and Machine Learning on Longitudinal Electronic Health Records for the Early Detection and Prevention of Diseases: Scoping Review

Laura Swinckels, Frank C Bennis, Kirsten A Ziesemer, Janneke F M Scheerman, Harmen Bijwaard, Ander de Keijzer, Josef Jan Bruers

J Med Internet Res 2024 (Aug 20); 26:e48320

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Evaluating and Enhancing the Fitness-for-Purpose of Electronic Health Record Data: Qualitative Study on Current Practices and Pathway to an Automated Approach Within the Medical Informatics for Research and Care in University Medicine Consortium

Gaetan Kamdje Wabo, Preetha Moorthy, Fabian Siegel, Susanne A Seuchter, Thomas Ganslandt

JMIR Med Inform 2024 (Aug 19); 12:e57153

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Five-Feature Models to Predict Preeclampsia Onset Time From Electronic Health Record Data: Development and Validation Study

Hailey K Ballard, Xiaotong Yang, Aditya D Mahadevan, Dominick J Lemas, Lana X Garmire

J Med Internet Res 2024 (Aug 14); 26:e48997

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Transforming Primary Care Data Into the Observational Medical Outcomes Partnership Common Data Model: Development and Usability Study

Mathilde Fruchart, Paul Quindroit, Chloé Jacquemont, Jean-Baptiste Beuscart, Matthieu Calafiore, Antoine Lamer

JMIR Med Inform 2024 (Aug 13); 12:e49542

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Liver Cancer Mortality Disparities at a Fine Scale Among Subpopulations in China: Nationwide Analysis of Spatial and Temporal Trends

Ting Gan, Yunning Liu, Hilary Bambrick, Maigeng Zhou, Wenbiao Hu

JMIR Public Health Surveill 2024 (Aug 08); 10:e54967

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Assessing Opportunities and Barriers to Improving the Secondary Use of Health Care Data at the National Level: Multicase Study in the Kingdom of Saudi Arabia and Estonia

Janek Metsallik, Dirk Draheim, Zlatan Sabic, Thomas Novak, Peeter Ross

J Med Internet Res 2024 (Aug 08); 26:e53369

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Pediatric Sedation Assessment and Management System (PSAMS) for Pediatric Sedation in China: Development and Implementation Report

Ziyu Zhu, Lan Liu, Min Du, Mao Ye, Ximing Xu, Ying Xu

JMIR Med Inform 2024 (Aug 07); 12:e53427

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Social Determinants of Health Phenotypes and Cardiometabolic Condition Prevalence Among Patients in a Large Academic Health System: Latent Class Analysis

Carrie R Howell, Li Zhang, Olivio J Clay, Gareth Dutton, Trudi Horton, Michael J Mugavero, Andrea L Cherrington

JMIR Public Health Surveill 2024 (Aug 07); 10:e53371

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Using Discrete-Event Simulation to Model Web-Based Crisis Counseling Service Operation: Evaluation Study

Byron Chiang, Yik Wa Law, Paul Siu Fai Yip

JMIR Form Res 2024 (Aug 07); 8:e46823

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