Safety and Error Prevention in Health

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Articles published in 2026 in this theme: 55 (scroll down to load remaining articles)

2026

Doctor shows medical scan on tablet to colleague in clinic

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Machine Learning to Prioritize High-Severity Patient Safety Events for Institutional Investigation: Algorithm Development and Validation Study

Hongbo Chen, Shehnaz Islam, Laura D Pozzobon, Lucas B Chartier, Eldan Cohen

JMIR Med Inform 2026 (Sep 29); 14:e101393

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Healthcare worker scans medication ampoule in automated pharmacy storage system.

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A Quantifiable 3D Closed-Loop Framework for Controlled Substance Safety in a HIMSS Electronic Medical Record Adoption Model (EMRAM) Stage 7 Hospital: Pre-Post Quality Improvement Study

Nasha Sun, Jihua Su, Qiyi Yu, Yong Xu, Mali Zhuo

JMIR Med Inform 2026 (Sep 25); 14:e98247

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Pharmacist explains Atorvastatin and Aspirin to patient, promoting heart health.

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A Transition of Care Service to Reduce Hospital Readmissions for High-Risk Cardiology Patients (RECARD): Protocol for a Pre-Post Interventional Trial

Nazanin Falconer, Centaine Snoswell, Shelley Wilkinson, Chariclia Paradissis, Kelvin Robertson, Ian Coombes, William Y S Wang, Keshia De Guzman, Holly Foot, Liza-Jane Raggatt, Jared Miles, Vivian Bryce, Andrew Jones, Gloria Chui, Estelle Jensen, Sue Carson, John Atherton, Michael Barras

JMIR Res Protoc 2026 (Sep 25); 15:e94841

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Pharmacist reviews anticoagulant dosing data on a computer dashboard in a pharmacy.

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A Hybrid Rule-Based and Machine Learning–Based Clinical Decision Support System to Support Prescription Review: Development and External Validation Study

Jonghyun Jeong, Kyu-Nam Heo, A Jeong Kim, Jin Hee Baek, Yun Hee Jo, Sunghwan Kim, Mingi Jo, Young-Mi Ah, Ji Min Han, Sae Won Choi, Junho Song, Sangil Min, Ju-Yeun Lee

J Med Internet Res 2026 (Sep 23); 28:e101202

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Medical professionals review MRI scans and patient data in a modern radiology department.

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Data Analytics Dashboard for Pre–Magnetic Resonance Imaging Safety Screening of Implantable Medical Devices

Ee Chin Teo, Hsin-Yu Jen, Eric Fang, Yonghan Ting, Andrew Makmur, James Hallinan

J Med Internet Res 2026 (Sep 23); 28:e90391

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Gynecologist reviews patient chart on tablet in exam room with colposcope.

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Safety-Oriented Benchmarking of Large Language Models in Risk-Based Management of Abnormal Cervical Screening Results: Scenario-Based Benchmark Study

Ömer Osman Eroğlu, Cansın Eroğlu

J Med Internet Res 2026 (Sep 22); 28:e98131

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Doctor in white coat reviewing medical data on a tablet.

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Understanding the Limits of Patient Safety Classification Systems for Health Information Technology–Related Incidents

Md Shafiqur Rahman Jabin

JMIR Hum Factors 2026 (Aug 28); 13:e91783

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Mother gives child medicine capsules while she lies in bed

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Global Prevalence and Associated Factors of Medication Errors in Hospitalized Pediatric Patients: Systematic Review and Meta-Analysis

Xiuwen Chen, Yuan Meng, Xueyi Wei, Ailian Li, Jiqun He, Liqing Yue

JMIR Pediatr Parent 2026 (Aug 27); 9:e100070

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Pharmacist in white coat reviews medication on computer screen in pharmacy

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Effectiveness of the Prospective Prescription Review System in Reducing Irrational Prescriptions at a Tertiary Specialty Hospital: Retrospective Cohort Study

Fengmin Tang, Min Zhang, Jianwen Shen, Jingchao Yan, Taomin Huang

JMIR Form Res 2026 (Aug 27); 10:e87017

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Tablet displaying "Evaluation" with icons for data analysis and business strategy.

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A Simplified Metric to Streamline Between-Group Fairness Assessment for Predictive Models: Algorithm Development and Evaluation Study

Haoyuan Wang, Chuan Hong, Michael Pencina, Matthew Engelhard

JMIR AI 2026 (Aug 24); 5:e85822

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Woman in business attire texting on her phone in a dimly lit office

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A Human-Governed Clinical Informatics Framework for Safe AI-Assisted Mental Health Counseling: Secondary Framework Development and Requirement Mapping Study

Mi-Ae Yang, Kang-Su Ha

JMIR Form Res 2026 (Aug 21); 10:e103345

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Medical professionals examining spine MRI scans on a table.

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Error Detection and Correction in Chinese Radiology Reports Using Large Language Models: Real-World Clinical Validation Study

Jiafeng Zhou, Yuxin Wei, Qian Cai, Yongchun Chen, Eugene Edzeafene-Mensah, Yunjun Yang, Zhifang Pan

J Med Internet Res 2026 (Aug 21); 28:e94689

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VR scene with hands reaching for a glove dispenser, red and blue buttons labeled "Patient ist hirntot" and "Patient nicht hirntot

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Olfactory Cues and Patient Safety Behavior in Virtual Reality Medical Simulation: Controlled Trial

Anna Junga, Pascal Kockwelp, Jennifer Dabel, Sönke Helmut Scherzer, Benjamin Risse, Markus Holling, Bernhard Marschall, Hendrik Friederichs

JMIR Med Educ 2026 (Aug 19); 12:e93148

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Nurse adjusts oxygen nasal cannula on smiling patient in hospital room.

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Study of High-Velocity Nasal Insufflation vs Noninvasive Positive Pressure Ventilation for Emergency Type 2 Respiratory Failure: Protocol for a Noninferiority Randomized Controlled Trial

Mui Teng Chua, Darius Shaw Teng Pan, Alexander Jet Yue Ng, Crystal Harn Wei Soh, Win Sen Kuan

JMIR Res Protoc 2026 (Aug 14); 15:e93391

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Doctor in white coat with stethoscope using laptop at desk

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AI Scribe Safety: Measuring What Happens After Signing

Vera Sorin, Eyal Klang

JMIR Med Inform 2026 (Aug 10); 14:e103162

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Nurse in blue scrubs using a computer in a medical office, with patient data on screen.

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Theoretical Exploration of Error Thresholds for Clinical AI Decision Support in Nursing: Exploratory Simulation Study Grounded in Human-AI Reliance Data

Hiroyuki Tajima

JMIR Nursing 2026 (Aug 05); 9:e99590

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Medical professional typing on laptop, healthcare technology

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Facilitating Teamwork With Minimal Interaction via a Mesh-Based Communication Device in a Clinical Nursing Setting: Intervention Study

Yujiro Matsuishi, Masakazu Hirokawa, Yoshiaki Inoue, Kenji Suzuki

JMIR Nursing 2026 (Aug 05); 9:e85599

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Surgeon in blue scrubs and mask adjusts monitor in operating room.

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Digital Gaze and Vicarious Trauma Among Intensive Care Unit Nurses in Alarm-Monitoring Ecologies: Qualitative Interview Study

Yuanyuan Wang, Hongyu Chen, Kui Fang, Xu Guo, Yueqin Gu

J Med Internet Res 2026 (Aug 04); 28:e91807

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Doctor and patient in telehealth consultation, doctor writes notes

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Propagation of Interpreter Errors by Ambient AI Scribes: Study Using Simulated Clinical Encounters

Alexandra Rabotin, Efren Aguilar, Saitiel Sandoval Gonzalez, Alonso Iniguez, Christina Jung, Eric Lee, Douglas S Bell, Jeffrey Arroyo

JMIR Med Inform 2026 (Jul 28); 14:e88734

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Man explaining AI drug safety data on a large screen to a woman in an office