Decision Support for Health Professionals

Using Virtual Reality Head-Mounted Displays to Assess Skills in Emergency Medicine: Validity Study

Marie Høxbro Knudsen, Niklas Breindahl, Tor-Salve Dalsgaard, Dan Isbye, Anne Grethe Mølbak, Gerhard Tiwald, Morten Bo Søndergaard Svendsen, Lars Konge, Joanna Bergström, Tobias Todsen

J Med Internet Res 2023 (Jun 06); 25:e45210

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Extraction of Radiological Characteristics From Free-Text Imaging Reports Using Natural Language Processing Among Patients With Ischemic and Hemorrhagic Stroke: Algorithm Development and Validation

Enshuo Hsu, Abdulaziz T Bako, Thomas Potter, Alan P Pan, Gavin W Britz, Jonika Tannous, Farhaan S Vahidy

JMIR AI 2023 (Jun 06); 2:e42884

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Optimal Dosing and Timing of High-Dose Corticosteroid Therapy in Hospitalized Patients With COVID-19: Study Protocol for a Retrospective Observational Multicenter Study (SELECT)

Katrijn Daenen, Jilske A Huijben, Anders Boyd, Lieuwe D J Bos, Sara C M Stoof, Hugo van Willigen, Diederik A M P J Gommers, Hazra S Moeniralam, Corstiaan A den Uil, Nicole P Juffermans, Merijn Kant, Abraham J Valkenburg, Janesh Pillay, David M P van Meenen, Frederique Paulus, Marcus J Schultz, Virgil A S H Dalm, Eric C M van Gorp, Janke Schinkel, Henrik Endeman, PRoVENT- and PRoAcT-COVID Collaborative Group

JMIR Res Protoc 2023 (Jun 02); 12:e48183

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Issue of Data Imbalance on Low Birthweight Baby Outcomes Prediction and Associated Risk Factors Identification: Establishment of Benchmarking Key Machine Learning Models With Data Rebalancing Strategies

Yang Ren, Dezhi Wu, Yan Tong, Ana López-DeFede, Sarah Gareau

J Med Internet Res 2023 (May 31); 25:e44081

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Teledermatology for Enhancing Skin Cancer Diagnosis and Management: Retrospective Chart Review

Julia L Gao, Amanda Oakley

JMIR Dermatol 2023 (May 29); 6:e45430

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An Assessment of How Clinicians and Staff Members Use a Diabetes Artificial Intelligence Prediction Tool: Mixed Methods Study

Winston R Liaw, Yessenia Ramos Silva, Erica G Soltero, Alex Krist, Angela L Stotts

JMIR AI 2023 (May 29); 2:e45032

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Accuracy of a Standalone Atrial Fibrillation Detection Algorithm Added to a Popular Wristband and Smartwatch: Prospective Diagnostic Accuracy Study

Jasper L Selder, Henryk Jan Te Kolste, Jos Twisk, Marlies Schijven, Willem Gielen, Cornelis P Allaart

J Med Internet Res 2023 (May 26); 25:e44642

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Optometrists' Perspectives Regarding Artificial Intelligence Aids and Contributing Retinal Images to a Repository: Web-Based Interview Study

Aurora Constantin, Malcolm Atkinson, Miguel Oscar Bernabeu, Fiona Buckmaster, Baljean Dhillon, Alice McTrusty, Niall Strang, Robin Williams

JMIR Hum Factors 2023 (May 25); 10:e40887

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Efficacy and Cost-Effectiveness Analysis of Internet-Based Cognitive Behavioral Therapy for Obsessive-Compulsive Disorder: Randomized Controlled Trial

Yiwen Wu, Xin Li, Yuxin Zhou, Rui Gao, Kaifeng Wang, Huiling Ye, Na Lyu, Chun Wang, Ning Zhang, Zhen Wang, Qing Fan

J Med Internet Res 2023 (May 24); 25:e41283

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Using a Clinical Data Warehouse to Calculate and Present Key Metrics for the Radiology Department: Implementation and Performance Evaluation

Leon Liman, Bernd May, Georg Fette, Jonathan Krebs, Frank Puppe

JMIR Med Inform 2023 (May 22); 11:e41808

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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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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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Technology-Supported Integrated Care Innovations to Support Diabetes and Mental Health Care: Scoping Review

Megan Racey, Carly Whitmore, Paige Alliston, Joseph A Cafazzo, Allison Crawford, David Castle, Rosa Dragonetti, Donna Fitzpatrick-Lewis, Milos Jovkovic, Osnat C Melamed, Farooq Naeem, Peter Senior, Gillian Strudwick, Seeta Ramdass, Victor Vien, Peter Selby, Diana Sherifali

JMIR Diabetes 2023 (May 09); 8:e44652

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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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Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study

David Oniani, Premkumar Chandrasekar, Sonish Sivarajkumar, Yanshan Wang

JMIR AI 2023 (May 04); 2:e44293

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Leveraging Mobile Phone Sensors, Machine Learning, and Explainable Artificial Intelligence to Predict Imminent Same-Day Binge-drinking Events to Support Just-in-time Adaptive Interventions: Algorithm Development and Validation Study

Sang Won Bae, Brian Suffoletto, Tongze Zhang, Tammy Chung, Melik Ozolcer, Mohammad Rahul Islam, Anind K Dey

JMIR Form Res 2023 (May 04); 7:e39862

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Data Quality Degradation on Prediction Models Generated From Continuous Activity and Heart Rate Monitoring: Exploratory Analysis Using Simulation

Jason Hearn, Jef Van den Eynde, Bhargava Chinni, Ari Cedars, Danielle Gottlieb Sen, Shelby Kutty, Cedric Manlhiot

JMIR Cardio 2023 (May 03); 7:e40524

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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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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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