Decision Support for Health Professionals

Experiences and Outcomes of Using e-Prescribing for Opioids: Rapid Scoping Review

Sara J T Guilcher, Stephanie R Cimino, Mina Tadrous, Lisa M McCarthy, Jessica Riad, Andrea C Tricco, Simon Hagens, Jennifer Lien, Sukirtha Tharmalingam, Tara Gomes

J Med Internet Res 2023 (Dec 28); 25:e49173

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Machine Learning Model for Predicting Mortality Risk in Patients With Complex Chronic Conditions: Retrospective Analysis

Guillem Hernández Guillamet, Ariadna Ning Morancho Pallaruelo, Laura Miró Mezquita, Ramón Miralles, Miquel Àngel Mas, María José Ulldemolins Papaseit, Oriol Estrada Cuxart, Francesc López Seguí

Online J Public Health Inform 2023 (Dec 28); 15:e52782

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Economic Evaluations and Equity in the Use of Artificial Intelligence in Imaging Exams for Medical Diagnosis in People With Skin, Neurological, and Pulmonary Diseases: Protocol for a Systematic Review

Giulia Osório Santana, Rodrigo de Macedo Couto, Rafael Maffei Loureiro, Brunna Carolinne Rocha Silva Furriel, Edna Terezinha Rother, Joselisa Péres Queiroz de Paiva, Lucas Reis Correia

JMIR Res Protoc 2023 (Dec 28); 12:e48544

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Designing Human-Centered AI to Prevent Medication Dispensing Errors: Focus Group Study With Pharmacists

Yifan Zheng, Brigid Rowell, Qiyuan Chen, Jin Yong Kim, Raed Al Kontar, X Jessie Yang, Corey A Lester

JMIR Form Res 2023 (Dec 25); 7:e51921

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Explainable Artificial Intelligence Warning Model Using an Ensemble Approach for In-Hospital Cardiac Arrest Prediction: Retrospective Cohort Study

Yun Kwan Kim, Ja Hyung Koo, Sun Jung Lee, Hee Seok Song, Minji Lee

J Med Internet Res 2023 (Dec 22); 25:e48244

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NephroCAGE—German-Canadian Consortium on AI for Improved Kidney Transplantation Outcome: Protocol for an Algorithm Development and Validation Study

Matthieu-P Schapranow, Mozhgan Bayat, Aadil Rasheed, Marcel Naik, Verena Graf, Danilo Schmidt, Klemens Budde, Héloïse Cardinal, Ruth Sapir-Pichhadze, Franz Fenninger, Karen Sherwood, Paul Keown, Oliver P Günther, Konstantin D Pandl, Florian Leiser, Scott Thiebes, Ali Sunyaev, Matthias Niemann, Andreas Schimanski, Thomas Klein

JMIR Res Protoc 2023 (Dec 22); 12:e48892

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Holistic Human-Serving Digitization of Health Care Needs Integrated Automated System-Level Assessment Tools

Cindy Welzel, Fabienne Cotte, Magdalena Wekenborg, Baptiste Vasey, Peter McCulloch, Stephen Gilbert

J Med Internet Res 2023 (Dec 20); 25:e50158

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Predicting Postoperative Hospital Stays Using Nursing Narratives and the Reverse Time Attention (RETAIN) Model: Retrospective Cohort Study

Sungjoo Han, Yong Bum Kim, Jae Hong No, Dong Hoon Suh, Kidong Kim, Soyeon Ahn

JMIR Med Inform 2023 (Dec 19); 11:e45377

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Testing and Practical Implementation of a User-Friendly Personalized and Long-Term Electronic Informed Consent Prototype in Clinical Research: Mixed Methods Study

Evelien De Sutter, David Geerts, Koen Yskout, Stef Verreydt, Pascal Borry, Liese Barbier, Isabelle Huys

J Med Internet Res 2023 (Dec 19); 25:e46306

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Efficacy of an mHealth App to Support Patients’ Self-Management of Hypertension: Randomized Controlled Trial

Fang Liu, Ting Song, Ping Yu, Ning Deng, Yingping Guan, Yang Yang, Yuanji Ma

J Med Internet Res 2023 (Dec 19); 25:e43809

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Clinical Timing-Sequence Warning Models for Serious Bacterial Infections in Adults Based on Machine Learning: Retrospective Study

Jian Liu, Jia Chen, Yongquan Dong, Yan Lou, Yu Tian, Huiyao Sun, Yuqing Jin, Jingsong Li, Yunqing Qiu

J Med Internet Res 2023 (Dec 18); 25:e45515

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Identifying Existing Evidence to Potentially Develop a Machine Learning Diagnostic Algorithm for Cough in Primary Care Settings: Scoping Review

Julia Cummerow, Christin Wienecke, Nicola Engler, Philip Marahrens, Philipp Gruening, Jost Steinhäuser

J Med Internet Res 2023 (Dec 14); 25:e46929

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Development of Risk Prediction Models for Severe Periodontitis in a Thai Population: Statistical and Machine Learning Approaches

Htun Teza, Anuchate Pattanateepapon, Attawood Lertpimonchai, Prin Vathesatogkit, Gareth J McKay, John Attia, Ammarin Thakkinstian

JMIR Form Res 2023 (Dec 14); 7:e48351

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A Machine Learning Algorithm Predicting Acute Kidney Injury in Intensive Care Unit Patients (NAVOY Acute Kidney Injury): Proof-of-Concept Study

Inger Persson, Adam Grünwald, Ludivine Morvan, David Becedas, Martin Arlbrandt

JMIR Form Res 2023 (Dec 14); 7:e45979

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A Machine Learning Model to Predict Patients’ Adherence Behavior and a Decision Support System for Patients With Metastatic Breast Cancer: Protocol for a Randomized Controlled Trial

Marianna Masiero, Gea Elena Spada, Virginia Sanchini, Elisabetta Munzone, Ricardo Pietrobon, Lucas Teixeira, Mirtha Valencia, Aline Machiavelli, Elisa Fragale, Massimo Pezzolato, Gabriella Pravettoni

JMIR Res Protoc 2023 (Dec 14); 12:e48852

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Comparison of Polysomnography, Single-Channel Electroencephalogram, Fitbit, and Sleep Logs in Patients With Psychiatric Disorders: Cross-Sectional Study

Keita Kawai, Kunihiro Iwamoto, Seiko Miyata, Ippei Okada, Hiroshige Fujishiro, Akiko Noda, Kazuyuki Nakagome, Norio Ozaki, Masashi Ikeda

J Med Internet Res 2023 (Dec 13); 25:e51336

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Multidisciplinary Development and Initial Validation of a Clinical Knowledge Base on Chronic Respiratory Diseases for mHealth Decision Support Systems

Ana Margarida Pereira, Cristina Jácome, Tiago Jacinto, Rita Amaral, Mariana Pereira, Ana Sá-Sousa, Mariana Couto, Pedro Vieira-Marques, Diogo Martinho, Ana Vieira, Ana Almeida, Constantino Martins, Goreti Marreiros, Alberto Freitas, Rute Almeida, João A Fonseca

J Med Internet Res 2023 (Dec 13); 25:e45364

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A Mobile Health App for Facilitating Disease Management in Children With Atopic Dermatitis: Feasibility and Impact Study

Alex Zvulunov, Stepan Lenevich, Natalia Migacheva

JMIR Dermatol 2023 (Dec 13); 6:e49278

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Integrative Approaches to Sleep Management in Skin Disease: Systematic Review

Vishnutheertha A Kulkarni, Isaiah Mojica, Vahram Gamsarian, Michelle Tahjian, David Liu, Tjinder Grewal, Yuyang Liu, Torunn E Sivesind, Peter Lio

JMIR Dermatol 2023 (Dec 13); 6:e48713

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Refinement and Usability Analysis of an eHealth App for Ankylosing Spondylitis as a Complementary Treatment to Physical Therapy: Development and Usability Study

Marlies Nitschke, Obioma Bertrand Nwosu, Lara Grube, Johannes Knitza, Ann-Kristin Seifer, Bjoern M Eskofier, Georg Schett, Harriet Morf

JMIR Form Res 2023 (Dec 12); 7:e47426

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