Clinical Informatics

Unique Device Identification–Based Linkage of Hierarchically Accessible Data Domains in Prospective Surgical Hospital Data Ecosystems: User-Centered Design Approach

Karol Kozak, André Seidel, Nataliia Matvieieva, Constanze Neupetsch, Uwe Teicher, Gordon Lemme, Anas Ben Achour, Martin Barth, Steffen Ihlenfeldt, Welf-Guntram Drossel

JMIR Med Inform 2023;11:e41614

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The Usability of Homelab, a Digital Self-service at a Dutch General Practice, for Diagnostic Tests: Pilot Study With a Questionnaire

Kyma Schnoor, Anke Versluis, Niels H Chavannes, Esther P W A Talboom-Kamp

JMIR Form Res 2023;7:e42151

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Recording of Social Determinants in Computerized Medical Records in Primary Care Consultations: Quasi-Experimental Study

Berta Rodoreda-Pallàs, Iris Lumillo-Gutiérrez, Queralt Miró Catalina, Eva Torra Escarrer, Jaume Sanahuja Juncadella, Victoria Morin Fraile

JMIR Form Res 2023;7:e41706

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The Ability of Austrian Qualified Physiotherapists to Make Accurate Keep-Refer Decisions and to Detect Serious Pathologies Based on Clinical Vignettes: Protocol for a Cross-sectional Web-Based Survey

Wolfgang Lackenbauer, Simon Gasselich, Martina Edda Lickel, Reinhard Beikircher, Christian Keip, Florian Rausch, Manfred Wieser, James Selfe, Jessie Janssen

JMIR Res Protoc 2023;12:e43028

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A Linked Open Data–Based Terminology to Describe Libre/Free and Open-source Software: Incremental Development Study

Franziska Jahn, Elske Ammenwerth, Verena Dornauer, Konrad Höffner, Michelle Bindel, Thomas Karopka, Alfred Winter

JMIR Med Inform 2023;11:e38861

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High-Throughput Assessment of Real-World Medication Effects on QT Interval Prolongation: Observational Study

Neal Yuan, Adam Oesterle, Patrick Botting, Sumeet Chugh, Christine Albert, Joseph Ebinger, David Ouyang

JMIR Cardio 2023;7:e41055

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Investigation and Countermeasures Research of Hospital Information Construction of Tertiary Class-A Public Hospitals in China: Questionnaire Study

Chang Shu, Yueyue Chen, Huiyuan Yang, Ran Tao, Xiaoping Chen, Jingjing Yu

JMIR Form Res 2023;7:e41820

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Development and Evaluation of Health Recommender Systems: Systematic Scoping Review and Evidence Mapping

Yue Sun, Jia Zhou, Mengmeng Ji, Lusi Pei, Zhiwen Wang

J Med Internet Res 2023;25:e38184

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Ontologies Applied in Clinical Decision Support System Rules: Systematic Review

Xia Jing, Hua Min, Yang Gong, Paul Biondich, David Robinson, Timothy Law, Christian Nohr, Arild Faxvaag, Lior Rennert, Nina Hubig, Ronald Gimbel

JMIR Med Inform 2023;11:e43053

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An End-to-End Natural Language Processing Application for Prediction of Medical Case Coding Complexity: Algorithm Development and Validation

He Ayu Xu, Bernard Maccari, Hervé Guillain, Julien Herzen, Fabio Agri, Jean Louis Raisaro

JMIR Med Inform 2023;11:e38150

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Nudging Health Care Providers’ Adoption of Clinical Decision Support: Protocol for the User-Centered Development of a Behavioral Economics–Inspired Electronic Health Record Tool

Safiya Richardson, Katherine Dauber-Decker, Jeffrey Solomon, Sundas Khan, Douglas Barnaby, John Chelico, Michael Qiu, Yan Liu, Devin Mann, Renee Pekmezaris, Thomas McGinn, Michael Diefenbach

JMIR Res Protoc 2023;12:e42653

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Digital Maturity Consulting and Strategizing to Optimize Services: Overview

Peter Phiri, Heitor Cavalini, Suchith Shetty, Gayathri Delanerolle

J Med Internet Res 2023;25:e37545

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Accuracy of COVID-19–Like Illness Diagnoses in Electronic Health Record Data: Retrospective Cohort Study

Suchitra Rao, Catherine Bozio, Kristen Butterfield, Sue Reynolds, Sarah E Reese, Sarah Ball, Andrea Steffens, Maria Demarco, Charlene McEvoy, Mark Thompson, Elizabeth Rowley, Rachael M Porter, Rebecca V Fink, Stephanie A Irving, Allison Naleway

JMIR Form Res 2023;7:e39231

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An Accurate Deep Learning–Based System for Automatic Pill Identification: Model Development and Validation

Junyeong Heo, Youjin Kang, SangKeun Lee, Dong-Hwa Jeong, Kang-Min Kim

J Med Internet Res 2023;25:e41043

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Interpretable Deep-Learning Approaches for Osteoporosis Risk Screening and Individualized Feature Analysis Using Large Population-Based Data: Model Development and Performance Evaluation

Bogyeong Suh, Heejin Yu, Hyeyeon Kim, Sanghwa Lee, Sunghye Kong, Jin-Woo Kim, Jongeun Choi

J Med Internet Res 2023;25:e40179

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Trusted Data Spaces as a Viable and Sustainable Solution for Networks of Population-Based Patient Registries

Nicholas Nicholson, Sandra Caldeira, Artur Furtado, Ciaran Nicholl

JMIR Public Health Surveill 2023;9:e34123

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The Use and Structure of Emergency Nurses’ Triage Narrative Data: Scoping Review

Christopher Picard, Manal Kleib, Colleen Norris, Hannah M O'Rourke, Carmel Montgomery, Matthew Douma

JMIR Nursing 2023;6:e41331

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Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Observatory: Development and Validation Study

Gabrielle Chenais, Cédric Gil-Jardiné, Hélène Touchais, Marta Avalos Fernandez, Benjamin Contrand, Eric Tellier, Xavier Combes, Loick Bourdois, Philippe Revel, Emmanuel Lagarde

JMIR AI 2023;2:e40843

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Electronic Medical Record System Use and Determinants in Ethiopia: Systematic Review and Meta-Analysis

Masresha Derese Tegegne, Sisay Maru Wubante, Mulugeta Hayelom Kalayou, Mequannent Sharew Melaku, Binyam Tilahun, Tesfahun Melese Yilma, Hiwote Simane Dessie

Interact J Med Res 2023;12:e40721

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Machine Learning–Based Prediction of Acute Kidney Injury Following Pediatric Cardiac Surgery: Model Development and Validation Study

Xiao-Qin Luo, Yi-Xin Kang, Shao-Bin Duan, Ping Yan, Guo-Bao Song, Ning-Ya Zhang, Shi-Kun Yang, Jing-Xin Li, Hui Zhang

J Med Internet Res 2023;25:e41142

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