Safety and Error Prevention in Health

An AI-Based Clinical Decision Support System for Antibiotic Therapy in Sepsis (KINBIOTICS): Use Case Analysis

Juliane Andrea Düvel, David Lampe, Maren Kirchner, Svenja Elkenkamp, Philipp Cimiano, Christoph Düsing, Hannah Marchi, Sophie Schmiegel, Christiane Fuchs, Simon Claßen, Kirsten-Laura Meier, Rainer Borgstedt, Sebastian Rehberg, Wolfgang Greiner

JMIR Hum Factors 2025 (Mar 04); 12:e66699

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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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Machine Learning Approach to Identifying Wrong-Site Surgeries Using Centers for Medicare and Medicaid Services Dataset: Development and Validation Study

Yuan-Hsin Chen, Ching-Hsuan Lin, Chiao-Hsin Fan, An Jim Long, Jeremiah Scholl, Yen-Pin Kao, Usman Iqbal, Yu-Chuan Jack Li

JMIR Form Res 2025 (Feb 13); 9:e68436

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The Effects of Presenting AI Uncertainty Information on Pharmacists’ Trust in Automated Pill Recognition Technology: Exploratory Mixed Subjects Study

Jin Yong Kim, Vincent D Marshall, Brigid Rowell, Qiyuan Chen, Yifan Zheng, John D Lee, Raed Al Kontar, Corey Lester, Xi Jessie Yang

JMIR Hum Factors 2025 (Feb 11); 12:e60273

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Digital Health Technology Interventions for Improving Medication Safety: Systematic Review of Economic Evaluations

Widya Norma Insani, Neily Zakiyah, Irma Melyani Puspitasari, Muhammad Yorga Permana, Kankan Parmikanti, Endang Rusyaman, Auliya Abdurrohim Suwantika

J Med Internet Res 2025 (Feb 05); 27:e65546

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Effect of Artificial Intelligence Helpfulness and Uncertainty on Cognitive Interactions with Pharmacists: Randomized Controlled Trial

Chuan-Ching Tsai, Jin Yong Kim, Qiyuan Chen, Brigid Rowell, X Jessie Yang, Raed Kontar, Megan Whitaker, Corey Lester

J Med Internet Res 2025 (Jan 31); 27:e59946

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Occupational Infections Among Workers in Europe: Protocol for a Scoping Review

Guglielmo Dini, Stefania Curti, Alborz Rahmani, Paolo Durando, Stefano Mattioli

JMIR Res Protoc 2025 (Jan 24); 14:e59606

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Assessment of Geriatric Problems and Risk Factors for Delirium in Surgical Medicine: Protocol for Multidisciplinary Prospective Clinical Study

Henriette Louise Möllmann, Eman Alhammadi, Soufian Boulghoudan, Julian Kuhlmann, Anica Mevissen, Philipp Olbrich, Louisa Rahm, Helmut Frohnhofen

JMIR Res Protoc 2025 (Jan 22); 14:e59203

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Transforming Medical Education to Make Patient Safety Part of the Genome of a Modern Health Care Worker

Peter Lachman, John Fitzsimons

JMIR Med Educ 2025 (Jan 17); 11:e68046

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Interstep Variations of Stairways and Associations of High-Contrast Striping and Fall-Related Events: Observational Study

Sara A Harper, Chayston Brown, Shandon L Poulsen, Tyson S Barrett, Christopher J Dakin

Interact J Med Res 2025 (Jan 08); 14:e60622

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Work Systems Analysis of Emergency Nurse Patient Flow Management Using the Systems Engineering Initiative for Patient Safety Model: Applying Findings From a Grounded Theory Study

Ellen Benjamin, Karen K Giuliano

JMIR Hum Factors 2024 (Dec 10); 11:e60176

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A Prediction Model to Identify Clinically Relevant Medication Discrepancies at the Emergency Department (MED-REC Predictor): Development and Validation Study

Greet Van De Sijpe, Matthias Gijsen, Lorenz Van der Linden, Stephanie Strouven, Eline Simons, Emily Martens, Nele Persan, Veerle Grootaert, Veerle Foulon, Minne Casteels, Sandra Verelst, Peter Vanbrabant, Sabrina De Winter, Isabel Spriet

J Med Internet Res 2024 (Nov 27); 26:e55185

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Identification of a Susceptible and High-Risk Population for Postoperative Systemic Inflammatory Response Syndrome in Older Adults: Machine Learning–Based Predictive Model

Haiyan Mai, Yaxin Lu, Yu Fu, Tongsen Luo, Xiaoyue Li, Yihan Zhang, Zifeng Liu, Yuenong Zhang, Shaoli Zhou, Chaojin Chen

J Med Internet Res 2024 (Nov 22); 26:e57486

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Evaluation of an App-Based Mobile Triage System for Mass Casualty Incidents: Within-Subjects Experimental Study

Martin Schmollinger, Jessica Gerstner, Eric Stricker, Alexander Muench, Benjamin Breckwoldt, Manuel Sigle, Peter Rosenberger, Robert Wunderlich

J Med Internet Res 2024 (Nov 21); 26:e65728

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The Added Value of Using Video in Out-of-Hours Primary Care Telephone Triage Among General Practitioners: Cross-Sectional Survey Study

Mette Amalie Nebsbjerg, Katrine Bjørnshave Bomholt, Claus Høstrup Vestergaard, Morten Bondo Christensen, Linda Huibers

JMIR Hum Factors 2024 (Nov 15); 11:e52301

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An Electronic Medical Record–Based Prognostic Model for Inpatient Falls: Development and Internal-External Cross-Validation

Rex Parsons, Robin Blythe, Susanna Cramb, Ahmad Abdel-Hafez, Steven McPhail

J Med Internet Res 2024 (Nov 13); 26:e59634

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System-Wide, Electronic Health Record–Based Medication Alerts for Appropriate Prescribing of Direct Oral Anticoagulants: Pilot Randomized Controlled Trial

Shawna N Smith, Michael S M Lanham, F Jacob Seagull, Morris Fabbri, Michael P Dorsch, Kathleen Jennings, Geoffrey Barnes

JMIR Form Res 2024 (Nov 08); 8:e64674

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Views and Uses of Sepsis Digital Alerts in National Health Service Trusts in England: Qualitative Study With Health Care Professionals

Runa Lazzarino, Aleksandra J Borek, Kate Honeyford, John Welch, Andrew J Brent, Anne Kinderlerer, Graham Cooke, Shashank Patil, Anthony Gordon, Ben Glampson, Philippa Goodman, Peter Ghazal, Ron Daniels, Céire E Costelloe, Sarah Tonkin-Crine

JMIR Hum Factors 2024 (Oct 15); 11:e56949

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Co-Designing Remote Patient Monitoring Technologies for Inpatients: Systematic Review

Jennifer Sumner, Si Ying Tan, Yuchen Wang, Camille Hui Sze Keck, Eunice Wei Xin Lee, Emily Hwee Hoon Chew, Alexander Wenjun Yip

J Med Internet Res 2024 (Oct 15); 26:e58144

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Designing an Intervention to Improve Medication Safety for Nursing Home Residents Based on Experiential Knowledge Related to Patient Safety Culture at the Nursing Home Front Line: Cocreative Process Study

Marie Haase Juhl, Ann Lykkegaard Soerensen, Henrik Vardinghus-Nielsen, Lea Sinding Mortensen, Jette Kolding Kristensen, Anne Estrup Olesen

JMIR Form Res 2024 (Oct 09); 8:e54977

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