Reviews in Medical Informatics

Diagnostic Prediction Models for Primary Care, Based on AI and Electronic Health Records: Systematic Review

Liesbeth Hunik, Asma Chaabouni, Twan van Laarhoven, Tim C Olde Hartman, Ralph T H Leijenaar, Jochen W L Cals, Annemarie A Uijen, Henk J Schers

JMIR Med Inform 2025 (Aug 22); 13:e62862

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Current Landscape and Future Directions Regarding Generative Large Language Models in Stroke Care: Scoping Review

XingCe Zhu, Wei Dai, Richard Evans, Xueyu Geng, Aruhan Mu, Zhiyong Liu

JMIR Med Inform 2025 (Aug 07); 13:e76636

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Terminology and Definitions of Racial Health Equity in Prominent Health Websites: Systematic Review

Mahederemariam Bayleyegn Dagne, Elizabeth A Terhune, Miriam Barsoum, Ana Beatriz Pizarro, Anita Rizvi, Damian K Francis, Meera Viswanathan, Nila A Sathe, Vivian Welch, Tiffany Duque, Robert W Turner II, Tamara A Baker, Patricia C Heyn

J Med Internet Res 2025 (Jul 23); 27:e64868

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Facilitators and Barriers to Implementing AI in Routine Medical Imaging: Systematic Review and Qualitative Analysis

Katharina Wenderott, Jim Krups, Matthias Weigl, Abigail R Wooldridge

J Med Internet Res 2025 (Jul 21); 27:e63649

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The Use of Machine Learning for Analyzing Real-World Data in Disease Prediction and Management: Systematic Review

Norah Hamad Alhumaidi, Doni Dermawan, Hanin Farhana Kamaruzaman, Nasser Alotaiq

JMIR Med Inform 2025 (Jun 19); 13:e68898

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Machine Learning and Deep Learning Techniques for Prediction and Diagnosis of Leptospirosis: Systematic Literature Review

Suhila Sawesi, Arya Jadhav, Bushra Rashrash

JMIR Med Inform 2025 (May 29); 13:e67859

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Using Large Language Models to Enhance Exercise Recommendations and Physical Activity in Clinical and Healthy Populations: Scoping Review

Xiangxun Lai, Jiacheng Chen, Yue Lai, Shengqi Huang, Yongdong Cai, Zhifeng Sun, Xueding Wang, Kaijiang Pan, Qi Gao, Caihua Huang

JMIR Med Inform 2025 (May 27); 13:e59309

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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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