Decision Support for Health Professionals

Survey of the Impact of Decision Support in Preoperative Management of Anemia (i-Anemia): Survey Study

Gaëtan Mignanelli, Richard Boyer, Nicolas Bonifas, Emmanuel Rineau, Yassine Moussali, Morgan Le Guen

JMIR Perioper Med 2023 (Dec 01); 6:e49186

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Developing and Evaluating an AI-Based Computer-Aided Diagnosis System for Retinal Disease: Diagnostic Study for Central Serous Chorioretinopathy

Jeewoo Yoon, Jinyoung Han, Junseo Ko, Seong Choi, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Daniel Duck-Jin Hwang

J Med Internet Res 2023 (Nov 29); 25:e48142

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Clinical Efficacy of Nutritional Supplements in Atopic Dermatitis: Systematic Review

Isaac Weber, Emily Woolhiser, Noah Keime, Margaret Wasvary, Madeline J Adelman, Torunn E Sivesind, Robert P Dellavalle

JMIR Dermatol 2023 (Nov 29); 6:e40857

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Automated Machine Learning Analysis of Patients With Chronic Skin Disease Using a Medical Smartphone App: Retrospective Study

Igor Bibi, Daniel Schaffert, Mara Blauth, Christian Lull, Jan Alwin von Ahnen, Georg Gross, Wanja Alexander Weigandt, Johannes Knitza, Sebastian Kuhn, Johannes Benecke, Jan Leipe, Astrid Schmieder, Victor Olsavszky

J Med Internet Res 2023 (Nov 28); 25:e50886

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Assessing Patient-Reported Outcomes in Routine Cancer Clinical Care Using Electronic Administration and Telehealth Technologies: Realist Synthesis of Potential Mechanisms for Improving Health Outcomes

Ramkumar Govindaraj, Meera Agar, David Currow, Tim Luckett

J Med Internet Res 2023 (Nov 28); 25:e48483

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Standardized Comparison of Voice-Based Information and Documentation Systems to Established Systems in Intensive Care: Crossover Study

Arne Peine, Maike Gronholz, Katharina Seidl-Rathkopf, Thomas Wolfram, Ahmed Hallawa, Annika Reitz, Leo Anthony Celi, Gernot Marx, Lukas Martin

JMIR Med Inform 2023 (Nov 28); 11:e44773

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Learnings in Digital Health Design: Insights From a Pilot Web App for Structured Note-Taking for Patients With Rheumatoid Arthritis

Ujwal Srivastava, Shobha Dasari, Neha Shah

JMIR Form Res 2023 (Nov 28); 7:e49358

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A Large Language Model Screening Tool to Target Patients for Best Practice Alerts: Development and Validation

Thomas Savage, John Wang, Lisa Shieh

JMIR Med Inform 2023 (Nov 27); 11:e49886

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A Machine Learning Web App to Predict Diabetic Blood Glucose Based on a Basic Noninvasive Health Checkup, Sociodemographic Characteristics, and Dietary Information: Case Study

Masuda Begum Sampa, Topu Biswas, Md Siddikur Rahman, Nor Hidayati Binti Abdul Aziz, Md Nazmul Hossain, Nor Azlina Ab Aziz

JMIR Diabetes 2023 (Nov 24); 8:e49113

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The Primary Prevention of Poststroke Epilepsy in Patients With Middle Cerebral Artery Infarct: Protocol for a Randomized Controlled Trial

Yu-Shiue Chen, Pi-Shan Sung, Ming-Chi Lai, Chin-Wei Huang

JMIR Res Protoc 2023 (Nov 24); 12:e49412

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Guidelines, Consensus Statements, and Standards for the Use of Artificial Intelligence in Medicine: Systematic Review

Ying Wang, Nian Li, Lingmin Chen, Miaomiao Wu, Sha Meng, Zelei Dai, Yonggang Zhang, Mike Clarke

J Med Internet Res 2023 (Nov 22); 25:e46089

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Real-Time Classification of Causes of Death Using AI: Sensitivity Analysis

Patrícia Pita Ferreira, Diogo Godinho Simões, Constança Pinto de Carvalho, Francisco Duarte, Eugénia Fernandes, Pedro Casaca Carvalho, José Francisco Loff, Ana Paula Soares, Maria João Albuquerque, Pedro Pinto-Leite, André Peralta-Santos

JMIR AI 2023 (Nov 22); 2:e40965

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Machine Learning Models for Blood Glucose Level Prediction in Patients With Diabetes Mellitus: Systematic Review and Network Meta-Analysis

Kui Liu, Linyi Li, Yifei Ma, Jun Jiang, Zhenhua Liu, Zichen Ye, Shuang Liu, Chen Pu, Changsheng Chen, Yi Wan

JMIR Med Inform 2023 (Nov 20); 11:e47833

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Noninvasive Staging of Lymph Node Status in Breast Cancer Using Machine Learning: External Validation and Further Model Development

Malin Hjärtström, Looket Dihge, Pär-Ola Bendahl, Ida Skarping, Julia Ellbrant, Mattias Ohlsson, Lisa Rydén

JMIR Cancer 2023 (Nov 20); 9:e46474

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Development and Validation of Machine Learning–Based Models to Predict In-Hospital Mortality in Life-Threatening Ventricular Arrhythmias: Retrospective Cohort Study

Le Li, Ligang Ding, Zhuxin Zhang, Likun Zhou, Zhenhao Zhang, Yulong Xiong, Zhao Hu, Yan Yao

J Med Internet Res 2023 (Nov 15); 25:e47664

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Diabetes Life Expectancy Prediction Model Inputs and Results From Patient Surveys Compared With Electronic Health Record Abstraction: Survey Study

Sean Bernstein, Sarah Gilson, Mengqi Zhu, Aviva G Nathan, Michael Cui, Valerie G Press, Sachin Shah, Parmida Zarei, Neda Laiteerapong, Elbert S Huang

JMIR Aging 2023 (Nov 09); 6:e44037

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An AI Dietitian for Type 2 Diabetes Mellitus Management Based on Large Language and Image Recognition Models: Preclinical Concept Validation Study

Haonan Sun, Kai Zhang, Wei Lan, Qiufeng Gu, Guangxiang Jiang, Xue Yang, Wanli Qin, Dongran Han

J Med Internet Res 2023 (Nov 09); 25:e51300

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Clinical Prediction Models for Hospital-Induced Delirium Using Structured and Unstructured Electronic Health Record Data: Protocol for a Development and Validation Study

Sarah E Ser, Kristen Shear, Urszula A Snigurska, Mattia Prosperi, Yonghui Wu, Tanja Magoc, Ragnhildur I Bjarnadottir, Robert J Lucero

JMIR Res Protoc 2023 (Nov 09); 12:e48521

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Wearable Artificial Intelligence for Detecting Anxiety: Systematic Review and Meta-Analysis

Alaa Abd-alrazaq, Rawan AlSaad, Manale Harfouche, Sarah Aziz, Arfan Ahmed, Rafat Damseh, Javaid Sheikh

J Med Internet Res 2023 (Nov 08); 25:e48754

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Clinical Decision Support to Reduce Opioid Prescriptions for Dental Extractions using SMART on FHIR: Implementation Report

D Brad Rindal, Dhavan Prasad Pasumarthi, Vijayakumar Thirumalai, Anjali R Truitt, Stephen E Asche, Donald C Worley, Sheryl M Kane, Jan Gryczynski, Shannon G Mitchell

JMIR Med Inform 2023 (Nov 07); 11:e45636

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