Reviews in Medical Informatics

Articles published in 2025 in this theme: 21 (scroll down to load remaining articles)

2025

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Trends and Trajectories in the Rise of Large Language Models in Radiology: Scoping Review

Adhari Al Zaabi, Rashid Alshibli, Abdullah AlAmri, Ibrahim AlRuheili, Syaheerah Lebai Lutfi

JMIR Med Inform 2025 (Dec 09); 13:e78041

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Coagulation Risk Prediction in Patients With Liver Failure: Integrated Meta-Analysis and Machine Learning Model Study

Hao Wang, Tao He, Liang Ren, Tingjun Zhang

JMIR Med Inform 2025 (Dec 08); 13:e76348

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Predictive Performance of Radiomics-Based Machine Learning for Colorectal Cancer Recurrence Risk: Systematic Review and Meta-Analysis

Yuan Sun, Bo Li, Chuanlan Ju, Liming Hu, Huiyi Sun, Jing An, Tae-Hun Kim, Zhijun Bu, Zeyang Shi, Jianping Liu, Zhaolan Liu

JMIR Med Inform 2025 (Nov 28); 13:e78644

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Large Language Models in Critical Care Medicine: Scoping Review

Tongyue Shi, Jun Ma, Zihan Yu, Haowei Xu, Rongxin Yang, Minqi Xiong, Meirong Xiao, Yilin Li, Huiying Zhao, Guilan Kong

JMIR Med Inform 2025 (Nov 24); 13:e76326

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Validation of Telehealth Outcome Categories for Patient Safety: Systematic Literature Review

Sari Palojoki, Lasse Lehtonen, Riikka Vuokko

JMIR Med Inform 2025 (Oct 16); 13:e75486

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Acceptability, Needs, Concerns, and Barriers to Digital-Based Interventions for the Prevention of Mother-to-Child Transmission of HIV: Systematic Review and Qualitative Meta-Aggregation

Sidik Maulana, Kusman Ibrahim, Rachel H A Arbing, Iqbal Pramukti, Annisa Dewi Nugrahani, Luh Nik Armini, Muhammad Iqhrammullah, Wei-Ti Chen

JMIR Med Inform 2025 (Oct 09); 13:e64816

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Comparative Diagnostic Accuracy of AI-Assisted Fluorine-18 Fluorodeoxyglucose Positron Emission Tomography Versus Structural Magnetic Resonance Imaging in Alzheimer Disease: Systematic Review and Meta-Analysis

Bingbing Wang, Tailiang Zhao, Rongrong Ma, Xiaochuan Huo, Xiaoxiao Xiong, Minjie Wu, Yuran Wang, Liu Liu, Zhijiang Zhuang, Bin Wang, Jixin Shou

JMIR Aging 2025 (Oct 08); 8:e76981

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Using Large Language Models for Chronic Disease Management Tasks: Scoping Review

Henry Mukalazi Serugunda, Ouyang Jianquan, Hasifah Kasujja Namatovu, Paul Ssemaluulu, Nasser Kimbugwe, Christopher Garimoi Orach, Peter Waiswa

JMIR Med Inform 2025 (Sep 29); 13:e66905

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Evidence for the Use of Patient-Reported Outcome Measures in the Treatment of Patients With Noncommunicable Diseases: Systematic Review

Marie Villumsen, Benedikte Irene von Osmanski, Kirsten Elisabeth Lomborg, Kirstine Skov Benthien

JMIR Med Inform 2025 (Sep 16); 13:e66160

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Performance of Natural Language Processing for Information Extraction From Electronic Health Records Within Cancer: Systematic Review

Simon Dahl, Martin Bøgsted, Tomer Sagi, Charles Vesteghem

JMIR Med Inform 2025 (Sep 12); 13:e68707

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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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