Safety and Error Prevention in Health

Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice

Louis Faust, Patrick Wilson, Shusaku Asai, Sunyang Fu, Hongfang Liu, Xiaoyang Ruan, Curt Storlie

JMIR Med Inform 2024 (Jun 28); 12:e50437

Download Citation: END BibTex RIS

Detecting Algorithmic Errors and Patient Harms for AI-Enabled Medical Devices in Randomized Controlled Trials: Protocol for a Systematic Review

Aditya U Kale, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, April Coombe, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair K Denniston

JMIR Res Protoc 2024 (Jun 28); 13:e51614

Download Citation: END BibTex RIS

Evaluation of ChatGPT-Generated Differential Diagnosis for Common Diseases With Atypical Presentation: Descriptive Research

Kiyoshi Shikino, Taro Shimizu, Yuki Otsuka, Masaki Tago, Hiromizu Takahashi, Takashi Watari, Yosuke Sasaki, Gemmei Iizuka, Hiroki Tamura, Koichi Nakashima, Kotaro Kunitomo, Morika Suzuki, Sayaka Aoyama, Shintaro Kosaka, Teiko Kawahigashi, Tomohiro Matsumoto, Fumina Orihara, Toru Morikawa, Toshinori Nishizawa, Yoji Hoshina, Yu Yamamoto, Yuichiro Matsuo, Yuto Unoki, Hirofumi Kimura, Midori Tokushima, Satoshi Watanuki, Takuma Saito, Fumio Otsuka, Yasuharu Tokuda

JMIR Med Educ 2024 (Jun 21); 10:e58758

Download Citation: END BibTex RIS

Identifying Interventions to Improve Diagnostic Safety in Emergency Departments: Protocol for a Participatory Design Study

Woosuk Seo, Sun Young Park, Zhan Zhang, Hardeep Singh, Kalyan Pasupathy, Prashant Mahajan

JMIR Res Protoc 2024 (Jun 21); 13:e55357

Download Citation: END BibTex RIS

Alarm Management in Intensive Care: Qualitative Triangulation Study

Lina Mosch, Meltem Sümer, Anne Rike Flint, Markus Feufel, Felix Balzer, Frauke Mörike, Akira-Sebastian Poncette

JMIR Hum Factors 2024 (Jun 18); 11:e55571

Download Citation: END BibTex RIS

Efficacy and Safety of Remimazolam Versus Etomidate for Induction of General Anesthesia: Protocol for a Systematic Review and Meta-Analysis

Li Zhao, Yiping Guo, Xuelei Zhou, Wei Mao, Linlin Chen, Ying Xie, Linji Li

JMIR Res Protoc 2024 (Jun 12); 13:e55948

Download Citation: END BibTex RIS

Assessing the Efficacy of the ARMOR Tool–Based Deprescribing Intervention for Fall Risk Reduction in Older Patients Taking Fall Risk–Increasing Drugs (DeFRID Trial): Protocol for a Randomized Controlled Trial

Rekha Priyadarshini, Madhavi Eerike, Sakthivadivel Varatharajan, Gomathi Ramaswamy, Gerard Marshall Raj, Jerin Jose Cherian, Priyadharsini Rajendran, Venugopalan Gunasekaran, Shailaja V Rao, Venu Gopala Rao Konda

JMIR Res Protoc 2024 (Jun 11); 13:e55638

Download Citation: END BibTex RIS

Trust but Verify: Lessons Learned for the Application of AI to Case-Based Clinical Decision-Making From Postmarketing Drug Safety Assessment at the US Food and Drug Administration

Robert Ball, Andrew H Talal, Oanh Dang, Monica Muñoz, Marianthi Markatou

J Med Internet Res 2024 (Jun 06); 26:e50274

Download Citation: END BibTex RIS

A Machine Learning Application to Classify Patients at Differing Levels of Risk of Opioid Use Disorder: Clinician-Based Validation Study

Tewodros Eguale, François Bastardot, Wenyu Song, Daniel Motta-Calderon, Yasmin Elsobky, Angela Rui, Marlika Marceau, Clark Davis, Sandya Ganesan, Ava Alsubai, Michele Matthews, Lynn A Volk, David W Bates, Ronen Rozenblum

JMIR Med Inform 2024 (Jun 04); 12:e53625

Download Citation: END BibTex RIS

Patient Partnership Tools to Support Medication Safety in Community-Dwelling Older Adults: Protocol for a Nonrandomized Stepped Wedge Clinical Trial

Yan Xiao, Kimberley G Fulda, Richard A Young, Z Noah Hendrix, Kathryn M Daniel, Kay Yut Chen, Yuan Zhou, Jennifer L Roye, Ludmila Kosmari, Joshua Wilson, Anna M Espinoza, Kathleen M Sutcliffe, Samantha I Pitts, Alicia I Arbaje, Michelle A Chui, Somer Blair, Dawn Sloan, Masheika Jackson, Ayse P Gurses

JMIR Res Protoc 2024 (Apr 29); 13:e57878

Download Citation: END BibTex RIS

Effective Communication Supported by an App for Pregnant Women: Quantitative Longitudinal Study

Lukas Kötting, Vinayak Anand-Kumar, Franziska Maria Keller, Nils Tobias Henschel, Sonia Lippke

JMIR Hum Factors 2024 (Apr 26); 11:e48218

Download Citation: END BibTex RIS

TAILR (Nursing-Sensitive Events and Their Association With Individual Nurse Staffing Levels) Project: Protocol for an International Longitudinal Multicenter Study

Stefanie Bachnick, Maria Unbeck, Maryam Ahmadi Shad, Katja Falta, Nicole Grossmann, Daniela Holle, Jana Bartakova, Sarah N Musy, Sarah Hellberg, Pernilla Dillner, Fatemeh Atoof, Mohammadhossein Khorasanizadeh, Paula Kelly-Pettersson, Michael Simon

JMIR Res Protoc 2024 (Apr 22); 13:e56262

Download Citation: END BibTex RIS

Adverse Event Signal Detection Using Patients’ Concerns in Pharmaceutical Care Records: Evaluation of Deep Learning Models

Satoshi Nishioka, Satoshi Watabe, Yuki Yanagisawa, Kyoko Sayama, Hayato Kizaki, Shungo Imai, Mitsuhiro Someya, Ryoo Taniguchi, Shuntaro Yada, Eiji Aramaki, Satoko Hori

J Med Internet Res 2024 (Apr 16); 26:e55794

Download Citation: END BibTex RIS

Assessment of Patient Safety in a Low-Resource Health Care System: Proposal for a Multimethod Study

Ghazal Haque, Fozia Asif, Fasih Ali Ahmed, Farwa Ayub, Sabih ul Hassan Syed, Nousheen Akber Pradhan, Malika Hameed, Muhammad Muneeb Ullah Siddiqui, Shafaq Mahmood, Tahani Zaidi, Sameen Siddiqi, Asad Latif

JMIR Res Protoc 2024 (Mar 27); 13:e50532

Download Citation: END BibTex RIS

Safety in Teletriage by Nurses and Physicians in the United States and Israel: Narrative Review and Qualitative Study

Motti Haimi, Sheila Quilter Wheeler

JMIR Hum Factors 2024 (Mar 25); 11:e50676

Download Citation: END BibTex RIS

Definitions and Measurements for Atypical Presentations at Risk for Diagnostic Errors in Internal Medicine: Protocol for a Scoping Review

Yukinori Harada, Ren Kawamura, Masashi Yokose, Taro Shimizu, Hardeep Singh

JMIR Res Protoc 2024 (Mar 25); 13:e56933

Download Citation: END BibTex RIS

Exploring the Use of Persuasive System Design Principles to Enhance Medication Incident Reporting and Learning Systems: Scoping Reviews and Persuasive Design Assessment

Kiemute Oyibo, Paola A Gonzalez, Sarah Ejaz, Tasneem Naheyan, Carla Beaton, Denis O’Donnell, James R Barker

JMIR Hum Factors 2024 (Mar 21); 11:e41557

Download Citation: END BibTex RIS

The Acceptance and Use of Digital Technologies for Self-Reporting Medication Safety Events After Care Transitions to Home in Patients With Cancer: Survey Study

Yun Jiang, Misun Hwang, Youmin Cho, Christopher R Friese, Sarah T Hawley, Milisa Manojlovich, John C Krauss, Yang Gong

J Med Internet Res 2024 (Mar 08); 26:e47685

Download Citation: END BibTex RIS

Assessing the Labeling Information on Drugs Associated With Suicide Risk: Systematic Review

Soo Min Jeon, HyunJoo Lim, Hyo-bin Cheon, Juhee Ryu, Jin-Won Kwon

JMIR Public Health Surveill 2024 (Jan 30); 10:e49755

Download Citation: END BibTex RIS

A Machine Learning Approach with Human-AI Collaboration for Automated Classification of Patient Safety Event Reports: Algorithm Development and Validation Study

Hongbo Chen, Eldan Cohen, Dulaney Wilson, Myrtede Alfred

JMIR Hum Factors 2024 (Jan 25); 11:e53378

Download Citation: END BibTex RIS