Reviews in Medical Informatics

Comparing Diagnostic Accuracy of Clinical Professionals and Large Language Models: Systematic Review and Meta-Analysis

Guxue Shan, Xiaonan Chen, Chen Wang, Li Liu, Yuanjing Gu, Huiping Jiang, Tingqi Shi

JMIR Med Inform 2025 (Apr 25); 13:e64963

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The Role of AI in Cardiovascular Event Monitoring and Early Detection: Scoping Literature Review

Luis B Elvas, Ana Almeida, Joao C Ferreira

JMIR Med Inform 2025 (Mar 06); 13:e64349

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Current Landscape and Future Directions for Mental Health Conversational Agents for Youth: Scoping Review

Jinkyung Katie Park, Vivek K Singh, Pamela Wisniewski

JMIR Med Inform 2025 (Feb 28); 13:e62758

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Preclinical Cognitive Markers of Alzheimer Disease and Early Diagnosis Using Virtual Reality and Artificial Intelligence: Literature Review

María de la Paz Scribano Parada, Fátima González Palau, Sonia Valladares Rodríguez, Mariano Rincon, Maria José Rico Barroeta, Marta García Rodriguez, Yolanda Bueno Aguado, Ana Herrero Blanco, Estela Díaz-López, Margarita Bachiller Mayoral, Raquel Losada Durán

JMIR Med Inform 2025 (Jan 28); 13:e62914

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Added Value of Medical Subject Headings Terms in Search Strategies of Systematic Reviews: Comparative Study

Victor Leblanc, Aghiles Hamroun, Raphaël Bentegeac, Bastien Le Guellec, Rémi Lenain, Emmanuel Chazard

J Med Internet Res 2024 (Nov 19); 26:e53781

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Electronic Health Record Data Quality and Performance Assessments: Scoping Review

Yordan P Penev, Timothy R Buchanan, Matthew M Ruppert, Michelle Liu, Ramin Shekouhi, Ziyuan Guan, Jeremy Balch, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Tyler J Loftus, Azra Bihorac

JMIR Med Inform 2024 (Nov 06); 12:e58130

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Health Care Language Models and Their Fine-Tuning for Information Extraction: Scoping Review

Miguel Nunes, Joao Bone, Joao C Ferreira, Luis B Elvas

JMIR Med Inform 2024 (Oct 21); 12:e60164

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Application of Spatial Analysis on Electronic Health Records to Characterize Patient Phenotypes: Systematic Review

Abolfazl Mollalo, Bashir Hamidi, Leslie A Lenert, Alexander V Alekseyenko

JMIR Med Inform 2024 (Oct 15); 12:e56343

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Case Identification of Depression in Inpatient Electronic Medical Records: Scoping Review

Allison Grothman, William J Ma, Kendra G Tickner, Elliot A Martin, Danielle A Southern, Hude Quan

JMIR Med Inform 2024 (Oct 14); 12:e49781

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Use of SNOMED CT in Large Language Models: Scoping Review

Eunsuk Chang, Sumi Sung

JMIR Med Inform 2024 (Oct 07); 12:e62924

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State-of-the-Art Fast Healthcare Interoperability Resources (FHIR)–Based Data Model and Structure Implementations: Systematic Scoping Review

Parinaz Tabari, Gennaro Costagliola, Mattia De Rosa, Martin Boeker

JMIR Med Inform 2024 (Sep 24); 12:e58445

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Automated Identification of Postoperative Infections to Allow Prediction and Surveillance Based on Electronic Health Record Data: Scoping Review

Siri Lise van der Meijden, Anna M van Boekel, Harry van Goor, Rob GHH Nelissen, Jan W Schoones, Ewout W Steyerberg, Bart F Geerts, Mark GJ de Boer, M Sesmu Arbous

JMIR Med Inform 2024 (Sep 10); 12:e57195

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Transforming Health Care Through Chatbots for Medical History-Taking and Future Directions: Comprehensive Systematic Review

Michael Hindelang, Sebastian Sitaru, Alexander Zink

JMIR Med Inform 2024 (Aug 29); 12:e56628

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Characteristics of Existing Online Patient Navigation Interventions: Scoping Review

Meghan Marsh, Syeda Rafia Shah, Sarah E P Munce, Laure Perrier, Tin-Suet Joan Lee, Tracey J F Colella, Kristina Marie Kokorelias

JMIR Med Inform 2024 (Aug 19); 12:e50307

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Diagnostic Accuracy of Artificial Intelligence in Endoscopy: Umbrella Review

Bowen Zha, Angshu Cai, Guiqi Wang

JMIR Med Inform 2024 (Jul 15); 12:e56361

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Evaluating the Prevalence of Burnout Among Health Care Professionals Related to Electronic Health Record Use: Systematic Review and Meta-Analysis

Yuxuan Wu, Mingyue Wu, Changyu Wang, Jie Lin, Jialin Liu, Siru Liu

JMIR Med Inform 2024 (Jun 12); 12:e54811

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Direct Clinical Applications of Natural Language Processing in Common Neurological Disorders: Scoping Review

Ilana Lefkovitz, Samantha Walsh, Leah J Blank, Nathalie Jetté, Benjamin R Kummer

JMIR Neurotech 2024 (May 22); 3:e51822

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Machine Learning Models for Parkinson Disease: Systematic Review

Thasina Tabashum, Robert Cooper Snyder, Megan K O'Brien, Mark V Albert

JMIR Med Inform 2024 (May 17); 12:e50117

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Ventilator-Associated Pneumonia Prediction Models Based on AI: Scoping Review

Jinbo Zhang, Pingping Yang, Lu Zeng, Shan Li, Jiamei Zhou

JMIR Med Inform 2024 (May 14); 12:e57026

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Semantic Interoperability of Electronic Health Records: Systematic Review of Alternative Approaches for Enhancing Patient Information Availability

Sari Palojoki, Lasse Lehtonen, Riikka Vuokko

JMIR Med Inform 2024 (Apr 25); 12:e53535

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