Clinical Information and Decision Making

Articles published in 2026 in this theme: 201 (scroll down to load remaining articles)

2026

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Complication Risk Classification in Children and Adolescents With Type 1 Diabetes: Interpretable Machine Learning Study Based on Saudi Clinical Guidelines

Jalilah Fllatah, Haneen Banjar

JMIR Form Res 2026 (May 15); 10:e81039

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A Natural Language Processing Framework for Structuring and Visualizing Clinical Trial Eligibility Criteria at Scale: Protocol for a Quantitative Study

Justin Xie, Jeet Parikh, Jessica Liu, Sameer Pandya, Guannan Gong

JMIR Res Protoc 2026 (May 14); 15:e86425

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Multimodal Fusion of Echocardiogram Images and Electronic Medical Records for Heart Disease Screening: Retrospective Algorithm Development and Validation Study

Bokai Yang, Yirong Qin, Ye Li, Ruitao Xie, Limai Jiang, Juan He, Jikui Liu, Yunpeng Cai

JMIR Med Inform 2026 (May 14); 14:e78949

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Maturity, Safety, and Equity of AI-Enabled Systems and Triage in Integrated Primary Care

Siaw-Teng Liaw

J Med Internet Res 2026 (May 14); 28:e97341

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Development Process of a Clinical Decision Support System for Empiric Antibiotic Therapies in Patients With Sepsis: Case Study

Sophie Schmiegel, Hannah Marchi, Philipp Hege, Svenja Elkenkamp, Juliane Duevel, Christoph Düsing, Wolfgang Greiner, Sean Selim Scholz, Dominic Witzke, Johannes J Tebbe, Michael Wehmeier, Olaf Kaup, Rainer Borgstedt, Sebastian Rehberg, Philipp Cimiano, Christiane Fuchs

JMIR Med Inform 2026 (May 13); 14:e79929

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Automatic Speech Recognition and Large Language Models for Multilingual Pathology Report Generation: Proof-of-Concept Study

Kuan-Hsun Lin, Chia-Ping Chang, Chen-Tsung Kuo, Chien-Yeh Hsu, Shih-Hsin Hung, Chung-Yueh Lien, Siang Hao Lee, Yi-Chen Yeh, Yuan-Chia Chu

JMIR Form Res 2026 (May 13); 10:e90814

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Regional Virtual Acute Care Helpline in Singapore at a National University Health System Virtual Care Centre: Retrospective Study

Linda Wang, Soon Hoe Ho, Mei Fong Liew, Serene Xin Lin Wong, Amartya Mukhopadhyay, Rachel Hui Choe, Priyanka Khatri, Nastar Ashna, Jonathan Edward Jacob, Tze Chin Wong, Teresa Koh, Lipin Tan, Si Hui Lee, Wern Lunn Kueh, Erna Gondo Santoso, Shikha Kumari, Satya Pavan Kumar Gollamudi

JMIR Form Res 2026 (May 13); 10:e86556

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Early Detection of Alzheimer's Disease and Related Dementias From Spontaneous Speech Using Foundation Speech and Language Models: Comparative Evaluation

Jingyu Li, Lingchao Mao, Xi Mao, Hairong Wang, Zhendong Wang, Xuelei Sherry Ni

JMIR Form Res 2026 (May 13); 10:e79411

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Evaluating AI-Mediated Health Communication via Large Language Model–Based Frequently Asked Questions Rewriting to Foster Clinical Trial Participation: Comparative Survey Study

Ching-Hua Chuan, Jiajing Tang, Zixiao Yang, Rutendo Chimbaru

JMIR AI 2026 (May 12); 5:e87446

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Digital Quality Monitoring for Type 2 Diabetes in Swiss Primary Care: Qualitative Interview Study

Odile-Florence Giger, Lola Jo Ackermann, Marinja Principe, Simon Meier, Elgar Fleisch, Susanna Gallani, Michael Brändle, Tobias Kowatsch, Mia Jovanova

J Med Internet Res 2026 (May 12); 28:e82960

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AI-Based Automation for Medication Reconciliation: Scoping Review

Juan Pablo Tabja Bortesi, Maria P Becerra, Jonathan Ranisau, Bonnie Wen, Praveen Nadesan, P J Devereaux, Michael McGillion, Jeremy Petch

J Med Internet Res 2026 (May 11); 28:e86760

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From Concept to Practice: Lessons From the Balanced Nursing Teams Decision-Support System

Senne Vleminckx, Peter Van Bogaert, Wim De Keyser, Filip Haegdorens

JMIR Nursing 2026 (May 11); 9:e92417

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Natural Language Processing for Automated Classification of Cleft and Craniofacial Procedures From Operative Notes: Model Development and Feasibility Study

Meredith Cox, Elaine Lin, Nicholas Oleck, Carlee Jones, Neill Y Li, Suhail K Mithani, Alexander C Allori

JMIR Med Inform 2026 (May 11); 14:e87133

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Clinical Context Variables Collectively Rival Model Choice in Embedding-Based Retrieval: Multi-Corpus Benchmark Study

Yngve Mikkelsen

JMIR Med Inform 2026 (May 07); 14:e94241

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Cough Audio Recognition for Early Detection of Respiratory Diseases: Algorithm Development and Validation Study

Wensheng Sun, Jiahao Zou, Na Yin, Wenying Fang, Jimin Sun, Ziping Miao, Shigui Yang

JMIR Med Inform 2026 (May 07); 14:e77295

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Attitudes and Willingness to Participate in Drug Clinical Trials Among Patients With Cancer: Multistage Qualitative Study

Sijia Yu, Mengmeng Lyu, Haiping Ma, Keying Xu, Haiyan Li, Lili Ma, Mengting Ji

J Med Internet Res 2026 (May 05); 28:e88758

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AI in Clinical Decision Support Systems: Promising Applications and Strategies for Managing Data Challenges

Jennifer E Daly, Dursun Delen, Zheng Han, River Smith, Jacqueline Honerlaw, Kelly Cho, Bridget Bennett, Jennifer Sippel

J Med Internet Res 2026 (May 04); 28:e71532

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Machine Learning Prediction and Reducing Overdoses With Electronic Health Record Nudges (mPROVEN) in the Primary Care Setting: Protocol for a Cluster Randomized Controlled Trial

Walid F Gellad, Yi-Fan Chen, Tae Woo Park, Qingnan Yang, Jonathan D Arnold, Courtney C Kuza, Stephanie N Fedro-Byrom, Julie Diiulio, Laura G Militello, Michelle Whitlock, Eugene M Sadhu, Shyam Visweswaran, Michael J Fine, Kaleab Z Abebe, Katie J Suda, Wei-Hsuan Lo-Ciganic

JMIR Res Protoc 2026 (May 04); 15:e94007

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The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools

Jessica Rahman, Alana Delaforce, DanaKai Bradford, Jane Li, Farah Magrabi, David Cook, Aida Brankovic

JMIR Hum Factors 2026 (May 01); 13:e81460

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User-Centered Development of a Digital Health Service for Diabetic Foot Ulcer Risk Stratification: Usability Study

Ulla Hellstrand Tang, Shivani Ravichandran, Stefan Candefjord, Dipu T Sathyapalan, Vivek Lakshmanan

JMIR Diabetes 2026 (Apr 30); 11:e83287

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