Clinical Information and Decision Making

Machine Learning and Causal Approaches to Predict Readmissions and Its Economic Consequences Among Canadian Patients With Heart Disease: Retrospective Study

Ethan Rajkumar, Kevin Nguyen, Sandra Radic, Jubelle Paa, Qiyang Geng

JMIR Form Res 2023 (May 26); 7:e41725

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Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies

Jue Hou, Rachel Zhao, Jessica Gronsbell, Yucong Lin, Clara-Lea Bonzel, Qingyi Zeng, Sinian Zhang, Brett K Beaulieu-Jones, Griffin M Weber, Thomas Jemielita, Shuyan Sabrina Wan, Chuan Hong, Tianrun Cai, Jun Wen, Vidul Ayakulangara Panickan, Kai-Li Liaw, Katherine Liao, Tianxi Cai

J Med Internet Res 2023 (May 25); 25:e45662

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Artificial Intelligence in Emergency Medicine: Viewpoint of Current Applications and Foreseeable Opportunities and Challenges

Gabrielle Chenais, Emmanuel Lagarde, Cédric Gil-Jardiné

J Med Internet Res 2023 (May 23); 25:e40031

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Comprehensive Acute Kidney Injury Survivor Care: Protocol for the Randomized Acute Kidney Injury in Care Transitions Pilot Trial

Heather P May, Joan M Griffin, Joseph R Herges, Kianoush B Kashani, Andrea G Kattah, Kristin C Mara, Rozalina G McCoy, Andrew D Rule, Angeliki G Tinaglia, Erin F Barreto

JMIR Res Protoc 2023 (May 22); 12:e48109

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A Digital Solution for an Advanced Breast Tumor Board: Pilot Application Cocreation and Implementation Study

Khalil Hodroj, David Pellegrin, Cindy Menard, Thomas Bachelot, Thierry Durand, Philippe Toussaint, Armelle Dufresne, Benoite Mery, Olivier Tredan, Thibaut Goulvent, Pierre Heudel

JMIR Cancer 2023 (May 18); 9:e39072

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Factors Influencing Admission Decisions in Skilled Nursing Facilities: Retrospective Quantitative Study

Caroline Strickland, Nancy Chi, Laura Ditz, Luisa Gomez, Brittin Wagner, Stanley Wang, Daniel J Lizotte

J Med Internet Res 2023 (May 17); 25:e43518

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Predictive Modeling of Lapses in Care for People Living with HIV in Chicago: Algorithm Development and Interpretation

Joseph A Mason, Eleanor E Friedman, Samantha A Devlin, John A Schneider, Jessica P Ridgway

JMIR Public Health Surveill 2023 (May 17); 9:e43017

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Continuous Data-Driven Monitoring in Critical Congenital Heart Disease: Clinical Deterioration Model Development

Ruben S Zoodsma, Rian Bosch, Thomas Alderliesten, Casper W Bollen, Teus H Kappen, Erik Koomen, Arno Siebes, Joppe Nijman

JMIR Cardio 2023 (May 16); 7:e45190

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Prediction of Chronic Stress and Protective Factors in Adults: Development of an Interpretable Prediction Model Based on XGBoost and SHAP Using National Cross-sectional DEGS1 Data

Arezoo Bozorgmehr, Birgitta Weltermann

JMIR AI 2023 (May 16); 2:e41868

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Provider Interaction With an Electronic Health Record Notification to Identify Eligible Patients for a Cluster Randomized Trial of Advance Care Planning in Primary Care: Secondary Analysis

Jessica E Ma, Jared Lowe, Callie Berkowitz, Azalea Kim, Ira Togo, R Clayton Musser, Jonathan Fischer, Kevin Shah, Salam Ibrahim, Hayden B Bosworth, Annette M Totten, Rowena Dolor

J Med Internet Res 2023 (May 12); 25:e41884

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An Electronic Dashboard to Improve Dosing of Hydroxychloroquine Within the Veterans Health Care System: Time Series Analysis

Anna Montgomery, Gary Tarasovsky, Zara Izadi, Stephen Shiboski, Mary A Whooley, Jo Dana, Iziegbe Ehiorobo, Jennifer Barton, Lori Bennett, Lorinda Chung, Kimberly Reiter, Elizabeth Wahl, Meera Subash, Gabriela Schmajuk

JMIR Med Inform 2023 (May 12); 11:e44455

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Evaluating Listening Performance for COVID-19 Detection by Clinicians and Machine Learning: Comparative Study

Jing Han, Marco Montagna, Andreas Grammenos, Tong Xia, Erika Bondareva, Chloë Siegele-Brown, Jagmohan Chauhan, Ting Dang, Dimitris Spathis, R Andres Floto, Pietro Cicuta, Cecilia Mascolo

J Med Internet Res 2023 (May 09); 25:e44804

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Automated Monitoring of Adherence to Evidenced-Based Clinical Guideline Recommendations: Design and Implementation Study

Gregor Lichtner, Claudia Spies, Carlo Jurth, Thomas Bienert, Anika Mueller, Oliver Kumpf, Vanessa Piechotta, Nicole Skoetz, Monika Nothacker, Martin Boeker, Joerg J Meerpohl, Falk von Dincklage

J Med Internet Res 2023 (May 04); 25:e41177

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Transferability Based on Drug Structure Similarity in the Automatic Classification of Noncompliant Drug Use on Social Media: Natural Language Processing Approach

Tomohiro Nishiyama, Shuntaro Yada, Shoko Wakamiya, Satoko Hori, Eiji Aramaki

J Med Internet Res 2023 (May 03); 25:e44870

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Physician Compliance With a Computerized Clinical Decision Support System for Anemia Management of Patients With End-stage Kidney Disease on Hemodialysis: Retrospective Electronic Health Record Observational Study

Ju-Yeh Yang, Kai-Hsiang Shu, Yu-Sen Peng, Shih-Ping Hsu, Yen-Ling Chiu, Mei-Fen Pai, Hon-Yen Wu, Wan-Chuan Tsai, Kuei-Ting Tung, Raymond N Kuo

JMIR Form Res 2023 (May 03); 7:e44373

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Effectiveness of a Mobile App (PIMPmyHospital) in Reducing Therapeutic Turnaround Times in an Emergency Department: Protocol for a Pre- and Posttest Study

Frederic Ehrler, Carlotta Tuor, Robin Rey, Rémy Trompier, Antoine Berger, Michael Ramusi, Delphine S Courvoisier, Johan N Siebert

JMIR Res Protoc 2023 (May 03); 12:e43695

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Long-Term Impact of a Smartphone App on Prescriber Adherence to Antibiotic Guidelines for Adult Patients With Community-Acquired Pneumonia: Interrupted Time-Series Study

Chang Ho Yoon, Imogen Nolan, Gayl Humphrey, Eamon J Duffy, Mark G Thomas, Stephen R Ritchie

J Med Internet Res 2023 (May 02); 25:e42978

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Feasibility of Artificial Intelligence–Based Electrocardiography Analysis for the Prediction of Obstructive Coronary Artery Disease in Patients With Stable Angina: Validation Study

Jiesuck Park, Yeonyee Yoon, Youngjin Cho, Joonghee Kim

JMIR Cardio 2023 (May 02); 7:e44791

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Applications of Federated Learning in Mobile Health: Scoping Review

Tongnian Wang, Yan Du, Yanmin Gong, Kim-Kwang Raymond Choo, Yuanxiong Guo

J Med Internet Res 2023 (May 01); 25:e43006

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Artificial Intelligence–Based Ethical Hacking for Health Information Systems: Simulation Study

Ying He, Efpraxia Zamani, Iryna Yevseyeva, Cunjin Luo

J Med Internet Res 2023 (Apr 25); 25:e41748

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