Decision Support for Health Professionals

Articles published in 2026 in this theme: 103 (scroll down to load remaining articles)

2026

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Engaging Hospital Staff to Identify Levers for Adoption of Clinical Decision Support: Protocol for a Single-Site Case Study Using System Dynamics Group Model Building

Nina Rachel Sperber, Lindsey Eileen Zimmerman, Lauren Caton, Tom Rust, Armando Bedoya, Sarah Haas, Lori Orlando, Ben Goldstein

JMIR Res Protoc 2026 (Apr 21); 15:e80848

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Use of AI to Predict and Support Medication Adherence in Patients With Breast Cancer: Systematic Review

Massimo Pezzolato, Viktorya Voskanyan, Ilaria Cutica, Chiara Marzorati, Gabriella Pravettoni

JMIR Cancer 2026 (Apr 21); 12:e80128

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Modeling Diabetes Risk and Progression With Public Health Data: Ontology-Guided, Simulation-Capable Digital Twin Study

Qingrui Li, Kapileshwor Ray Amat, Eric L Johnson, Juan Li

JMIR Med Inform 2026 (Apr 21); 14:e87374

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Mortality Prediction Among People Living With HIV on Antiretroviral Therapy in Public Health Facilities in Gondar City Administration, Northwest Ethiopia: Machine Learning–Based Study

Andualem Enyew Gedefaw, Getaye Tizazu Biwota, Abraraw Gebre Mesele, Abraham Keffale Mengistu, Gizaw Hailiye Teferi

JMIR Med Inform 2026 (Apr 20); 14:e78770

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Exploring Influencing Factors of Medication Adherence Among Chinese Patients With Alzheimer Disease: Delphi Study Informing Future Artificial Intelligence–Supported Interventions

Xinyue Zhang, Rafiq Elmansy

JMIR Form Res 2026 (Apr 17); 10:e89508

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Methodological Development and Assessing Prescribing Determinants Through Cumulative Drug Exposure in Hospitalized Patients: Proof-of-Concept Retrospective Study

Mathilde Bories, Guillaume Bouzillé, Marc Cuggia, Pascal Le Corre, Aurélie Bannay

JMIR Med Inform 2026 (Apr 16); 14:e76961

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A Survey of Primary Care Clinician Experiences With Electronic Health Record–Based Clinical Decision Support to Improve HIV Pre-Exposure Prophylaxis Prescribing

Afiba Manza-A Agovi, Caitlin T Thompson, Wentao Li, Jennifer Allard, Nicole Lee, Esther Fasanmi, Rohit P Ojha

JMIR Form Res 2026 (Apr 16); 10:e89638

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Augmenting Large Language Model With Prompt Engineering and Supervised Fine-Tuning in Non-Small Cell Lung Cancer Tumor-Node-Metastasis Staging: Framework Development and Validation

Ruonan Jin, Chao Ling, Yixuan Hou, Yuhan Sun, Ning Li, Jiefei Han, Jin Sheng, Qizhao Wang, Yuepeng Liu, Shen Zheng, Xingyu Ren, Chiyu Chen, Jue Wang, Cheng Li

JMIR AI 2026 (Apr 15); 5:e77988

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Real-World Performance of a New Online Eye Symptom Triage Tool (Eye+Dot) in an Emergency Eye Clinic: Mixed Methods Evaluation Study

Louise Allen, Jen O Lim, Fengyi Liu, Nimesha Alex

JMIR Hum Factors 2026 (Apr 14); 13:e81343

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The AudioGene Translational Dashboard for Diagnosing Autosomal Dominant Nonsyndromic Hearing Loss: Phenotypic Data Visualization and Analysis Study

Benjamin DeSollar, Nathan Schaefer, Daniel Walls, Amanda M Odell, Kevin T A Booth, Hela Azaiez, Michael Schnieders, Richard J H Smith, Terry Braun, Thomas Casavant

JMIR Bioinform Biotech 2026 (Apr 14); 7:e85212

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Using Machine Learning to Improve Screening for Oropharyngeal Dysphagia in Hospitalized Versus Primary Care Adult Patients With COVID-19 Disease: Retrospective Observational Study

Cristina Amadó Ruiz, Alberto Martín, Jaume Miró Ramos, Francisco Javier Ruz Torres, Antonio Ruiz, Adil El Haji, Pere Clavé, Omar Ortega

JMIR AI 2026 (Apr 13); 5:e81028

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Personalized Digital Care Program Allocation for Older Adults: Reinforcement Learning-Based Simulation Study

Hongsoo Kim, Kyungbok Lee, Jae Yoon Yi, Myunghee Cho Paik

JMIR Aging 2026 (Apr 13); 9:e86710

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Integrating Gait Analysis and AI Into Knee Osteoarthritis Care: Protocol for a 3-Phase Participatory Qualitative Study

Owen Ryan Lindsay, Janie L Astephen Wilson

JMIR Res Protoc 2026 (Apr 13); 15:e82860

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Real-World Evidence of Treatment Outcomes in Small Cell Lung Cancer: A Bayesian Mixed Effects and Competitive Risk Approach

Luca Marzano, Asaf Dan, Adam S Darwich, Luigi De Petris, Salomon Tendler, Rolf Lewensohn, Jayanth Raghothama, Sebastiaan Meijer

JMIR Cancer 2026 (Apr 10); 12:e84042

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Code-Based Versus AutoML Methods for Pill Recognition in Clinical Settings: Comparative Performance Study

Amir Reza Ashraf, Richárd Rádli, Zsolt Vörösházi, András Fittler

JMIR Med Inform 2026 (Apr 10); 14:e79160

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Exploring the Role of AI in Managing Treatment Recommendations for Lymphedema: International, Multidisciplinary, Multiprofessional Survey Study of Trust, Reliability, and Impact on Decision-Making

Adriano Fabi, Caroline E Egli, Séverin R Wendelspiess, Sebastian Griewing, Yvonne Haas, Laura De Pellegrin, Dirk J Schaefer, Shan S Qiu, Yves Harder, Elisabeth A Kappos

JMIR Med Inform 2026 (Apr 08); 14:e80553

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Enhancing Continuous Medication Safety Through e-Prescription and Clinical Decision Support Systems in Outpatient Practices and Pharmacies: Protocol for a Multiperspective Study (eRIKA Study)

Juliana Schmidt, David Lampe, Adriana Poppe, Ingo Meyer, Sara Söling, Juliane Köberlein-Neu, Daniel Grandt, Lara Düvel, Wolfgang Greiner, eRIKA Study Group

JMIR Res Protoc 2026 (Apr 07); 15:e87277

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Perceived Usability, User Experience, and Technology Acceptance of Role-Specific Augmented Reality Decision Support Tools for Cardiac Arrest Resuscitation: Prospective Observational Pilot Study

Ryan Kang, Adam Cheng, Yiqun Lin, Hyeongil Nam, Jennifer Davidson, Donovan Curtis Duncan, Johan N Siebert, Sergio Manzano, Alexandre De Masi, Ana Rajic, Sharleen Kayne Olanka, Frederic Ehrler, Kangsoo Kim

JMIR XR Spatial Comput 2026 (Apr 07); 3:e72013

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Artificial Intelligence, Connected Care, and Enabling Digital Health Technologies in Rare Diseases With a Focus on Lysosomal Storage Disorders: Scoping Review

Alberta MC Spreafico, Luca Neri, Kim Angel, Cinzia Maria Bellettato, Maurizio Scarpa

J Med Internet Res 2026 (Apr 02); 28:e73612

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Predictive Value of Machine Learning for Poststroke Mortality Risk: Systematic Review and Meta-Analysis

Yujie Chen, Zhujing Ou, Yiting Deng, Anling Luo, Xuzi Li, Yujia Yang, Qin Yang, Xintong Wu, Muke Zhou

J Med Internet Res 2026 (Apr 02); 28:e83821

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