Decision Support for Health Professionals

Predicting Agitation-Sedation Levels in Intensive Care Unit Patients: Development of an Ensemble Model

Pei-Yu Dai, Pei-Yi Lin, Ruey-Kai Sheu, Shu-Fang Liu, Yu-Cheng Wu, Chieh-Liang Wu, Wei-Lin Chen, Chien-Chung Huang, Guan-Yin Lin, Lun-Chi Chen

JMIR Med Inform 2025 (Feb 26); 13:e63601

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Comparison of a Novel Machine Learning–Based Clinical Query Platform With Traditional Guideline Searches for Hospital Emergencies: Prospective Pilot Study of User Experience and Time Efficiency

Hamza Ejaz, Hon Lung Keith Tsui, Mehul Patel, Luis Rafael Ulloa Paredes, Ellen Knights, Shah Bakht Aftab, Christian Peter Subbe

JMIR Hum Factors 2025 (Feb 25); 12:e52358

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Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

Yanjun Gao, Ruizhe Li, Emma Croxford, John Caskey, Brian W Patterson, Matthew Churpek, Timothy Miller, Dmitriy Dligach, Majid Afshar

JMIR AI 2025 (Feb 24); 4:e58670

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Analysis of Retinal Thickness in Patients With Chronic Diseases Using Standardized Optical Coherence Tomography Data: Database Study Based on the Radiology Common Data Model

ChulHyoung Park, So Hee Lee, Da Yun Lee, Seoyoon Choi, Seng Chan You, Ja Young Jeon, Sang Jun Park, Rae Woong Park

JMIR Med Inform 2025 (Feb 21); 13:e64422

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Automated Process for Monitoring of Amiodarone Treatment: Development and Evaluation

Birgitta I Johansson, Jonas Landahl, Karin Tammelin, Erik Aerts, Christina E Lundberg, Martin Adiels, Martin Lindgren, Annika Rosengren, Nikolaos Papachrysos, Helena Filipsson Nyström, Helen Sjöland

J Med Internet Res 2025 (Feb 19); 27:e65473

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Investigating the Trajectories of Poor Vision in Children and Adolescents in Wuhan, China From 2016 to 2019: Prospective Cohort Study

Lijuan Xu, Hanjia Li, Fang Li, Tinghui Zhang, Jingyan Yan, Hong Yan, Lu He, Bin Yu

JMIR Public Health Surveill 2025 (Feb 18); 11:e53028

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Snowball Group Usability Testing for Rapid and Iterative Multisite Tool Development: Method Development Study

Katherine L Dauber-Decker, David Feldstein, Rachel Hess, Devin Mann, Eun Ji Kim, Pranisha Gautam-Goyal, Jeffrey Solomon, Sundas Khan, Fatima Malik, Lynn Xu, Ainsley Huffman, Paul D Smith, Wendy Halm, Alice Yuroff, Safiya Richardson

JMIR Form Res 2025 (Feb 18); 9:e55316

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Artificial Intelligence in Lymphoma Histopathology: Systematic Review

Yao Fu, Zongyao Huang, Xudong Deng, Linna Xu, Yang Liu, Mingxing Zhang, Jinyi Liu, Bin Huang

J Med Internet Res 2025 (Feb 14); 27:e62851

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A New Computer-Based Cognitive Measure for Early Detection of Dementia Risk (Japan Cognitive Function Test): Validation Study

Hiroyuki Shimada, Takehiko Doi, Kota Tsutsumimoto, Keitaro Makino, Kenji Harada, Kouki Tomida, Masanori Morikawa, Hyuma Makizako

J Med Internet Res 2025 (Feb 14); 27:e59015

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Acceptance of Unsupervised App-Based Cognitive Assessment in Outpatient Care: An Implementation Study

Iris Blotenberg, Melanie Boekholt, Nils Lieberknecht, Paula Säring, Jochen René Thyrian

JMIR Form Res 2025 (Feb 13); 9:e62706

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Large Language Models–Supported Thrombectomy Decision-Making in Acute Ischemic Stroke Based on Radiology Reports: Feasibility Qualitative Study

Jonathan Kottlors, Robert Hahnfeldt, Lukas Görtz, Andra-Iza Iuga, Philipp Fervers, Johannes Bremm, David Zopfs, Kai R Laukamp, Oezguer A Onur, Simon Lennartz, Michael Schönfeld, David Maintz, Christoph Kabbasch, Thorsten Persigehl, Marc Schlamann

J Med Internet Res 2025 (Feb 13); 27:e48328

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Performance Assessment of Large Language Models in Medical Consultation: Comparative Study

Sujeong Seo, Kyuli Kim, Heyoung Yang

JMIR Med Inform 2025 (Feb 12); 13:e64318

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Application of Clinical Department–Specific AI-Assisted Coding Using Taiwan Diagnosis-Related Groups: Retrospective Validation Study

An-Tai Lu, Chong-Sin Liou, Chia-Hsin Lai, Bo-Tsz Shian, Ming-Ta Li, Chih-Yen Sun, Hao-Yun Kao, Hong-Jie Dai, Ming-Ju Tsai

JMIR Hum Factors 2025 (Feb 12); 12:e59961

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Applications of Augmented Reality for Prehospital Emergency Care: Systematic Review of Randomized Controlled Trials

Rayan E Harari, Sara L Schulwolf, Paulo Borges, Hamid Salmani, Farhang Hosseini, Shannon K T Bailey, Brian Quach, Eric Nohelty, Sandra Park, Yash Verma, Eric Goralnick, Scott A Goldberg, Hamid Shokoohi, Roger D Dias, Andrew Eyre

JMIR XR Spatial Comput 2025 (Feb 11); 2:e66222

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Predicting Atrial Fibrillation Relapse Using Bayesian Networks: Explainable AI Approach

João Miguel Alves, Daniel Matos, Tiago Martins, Diogo Cavaco, Pedro Carmo, Pedro Galvão, Francisco Moscoso Costa, Francisco Morgado, António Miguel Ferreira, Pedro Freitas, Cláudia Camila Dias, Pedro Pereira Rodrigues, Pedro Adragão

JMIR Cardio 2025 (Feb 11); 9:e59380

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Enhancing Surgery Scheduling in Health Care Settings With Metaheuristic Optimization Models: Algorithm Validation Study

João Lopes, Tiago Guimarães, Júlio Duarte, Manuel Santos

JMIR Med Inform 2025 (Feb 11); 13:e57231

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Investigation of Information Overload in Electronic Health Records: Protocol for Usability Study

Saif Khairat, Jennifer Morelli, Marcella H Boynton, Thomas Bice, Jeffrey A Gold, Shannon S Carson

JMIR Res Protoc 2025 (Feb 11); 14:e66127

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An Automated Clinical Laboratory Decision Support System for Test Utilization, Medical Necessity Verification, and Payment Processing

Safedin Beqaj, Rojeet Shrestha, Tim Hamill

Interact J Med Res 2025 (Feb 11); 14:e46007

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Trends and Gaps in Digital Precision Hypertension Management: Scoping Review

Namuun Clifford, Rachel Tunis, Adetimilehin Ariyo, Haoxiang Yu, Hyekyun Rhee, Kavita Radhakrishnan

J Med Internet Res 2025 (Feb 10); 27:e59841

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Machine Learning in the Management of Patients Undergoing Catheter Ablation for Atrial Fibrillation: Scoping Review

Aijing Luo, Wei Chen, Hongtao Zhu, Wenzhao Xie, Xi Chen, Zhenjiang Liu, Zirui Xin

J Med Internet Res 2025 (Feb 10); 27:e60888

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