JMIR Medical Informatics - Vol 9, No 3 (2021): March

Machine Learning

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Machine Learning Approach to Predict the Probability of Recurrence of Renal Cell Carcinoma After Surgery: Prediction Model Development Study

HyungMin Kim, Sun Jung Lee, So Jin Park, In Young Choi, Sung-Hoo Hong

JMIR Med Inform 2021 (Mar 01); 9(3):e25635

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Predictive Modeling of 30-Day Emergency Hospital Transport of German Patients Using a Personal Emergency Response: Retrospective Study and Comparison with the United States

Jorn op den Buijs, Marten Pijl, Andreas Landgraf

JMIR Med Inform 2021 (Mar 08); 9(3):e25121

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A Novel Convolutional Neural Network for the Diagnosis and Classification of Rosacea: Usability Study

Zhixiang Zhao, Che-Ming Wu, Shuping Zhang, Fanping He, Fangfen Liu, Ben Wang, Yingxue Huang, Wei Shi, Dan Jian, Hongfu Xie, Chao-Yuan Yeh, Ji Li

JMIR Med Inform 2021 (Mar 15); 9(3):e23415

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Methods and Instruments in Medical Informatics

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Comparative Analysis of Paper-Based and Web-Based Versions of the National Comprehensive Cancer Network-Functional Assessment of Cancer Therapy-Breast Cancer Symptom Index (NFBSI-16) Questionnaire in Breast Cancer Patients: Randomized Crossover Study

Jinfei Ma, Zihao Zou, Emmanuel Eric Pazo, Salissou Moutari, Ye Liu, Feng Jin

JMIR Med Inform 2021 (Mar 02); 9(3):e18269

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Decision Support for Health Professionals

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Human–Computer Agreement of Electrocardiogram Interpretation for Patients Referred to and Declined for Primary Percutaneous Coronary Intervention: Retrospective Data Analysis Study

Aleeha Iftikhar, Raymond Bond, Victoria Mcgilligan, Stephen J Leslie, Charles Knoery, James Shand, Adesh Ramsewak, Divyesh Sharma, Anne McShane, Khaled Rjoob, Aaron Peace

JMIR Med Inform 2021 (Mar 02); 9(3):e24188

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A Personal Health System for Self-Management of Congestive Heart Failure (HeartMan): Development, Technical Evaluation, and Proof-of-Concept Randomized Controlled Trial

Mitja Luštrek, Marko Bohanec, Carlos Cavero Barca, Maria Costanza Ciancarelli, Els Clays, Amos Adeyemo Dawodu, Jan Derboven, Delphine De Smedt, Erik Dovgan, Jure Lampe, Flavia Marino, Miha Mlakar, Giovanni Pioggia, Paolo Emilio Puddu, Juan Mario Rodríguez, Michele Schiariti, Gašper Slapničar, Karin Slegers, Gennaro Tartarisco, Jakob Valič, Aljoša Vodopija

JMIR Med Inform 2021 (Mar 05); 9(3):e24501

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A Clinical Decision Support System (KNOWBED) to Integrate Scientific Knowledge at the Bedside: Development and Evaluation Study

Alicia Martinez-Garcia, Ana Belén Naranjo-Saucedo, Jose Antonio Rivas, Antonio Romero Tabares, Ana Marín Cassinello, Anselmo Andrés-Martín, Francisco José Sánchez Laguna, Roman Villegas, Francisco De Paula Pérez León, Jesús Moreno Conde, Carlos Luis Parra Calderón

JMIR Med Inform 2021 (Mar 10); 9(3):e13182

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Detection of Bulbar Involvement in Patients With Amyotrophic Lateral Sclerosis by Machine Learning Voice Analysis: Diagnostic Decision Support Development Study

Alberto Tena, Francec Claria, Francesc Solsona, Einar Meister, Monica Povedano

JMIR Med Inform 2021 (Mar 10); 9(3):e21331

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Adoption and Change Management of eHealth Systems

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Electronic Health Record Use in Swiss Nursing Homes and Its Association With Implicit Rationing of Nursing Care Documentation: Multicenter Cross-sectional Survey Study

Dietmar Ausserhofer, Lauriane Favez, Michael Simon, Franziska Zúñiga

JMIR Med Inform 2021 (Mar 02); 9(3):e22974

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Commitment Levels of Health Care Providers in Using the District Health Information System and the Associated Factors for Decision Making in Resource-Limited Settings: Cross-sectional Survey Study

Shuma G Kanfe, Berhanu F Endehabtu, Mohammedjud H Ahmed, Nebyu D Mengestie, Binyam Tilahun

JMIR Med Inform 2021 (Mar 04); 9(3):e23951

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Natural Language Processing

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A Chatbot for Perinatal Women’s and Partners’ Obstetric and Mental Health Care: Development and Usability Evaluation Study

Kyungmi Chung, Hee Young Cho, Jin Young Park

JMIR Med Inform 2021 (Mar 03); 9(3):e18607

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Natural Language Processing of Clinical Notes to Identify Mental Illness and Substance Use Among People Living with HIV: Retrospective Cohort Study

Jessica P Ridgway, Arno Uvin, Jessica Schmitt, Tomasz Oliwa, Ellen Almirol, Samantha Devlin, John Schneider

JMIR Med Inform 2021 (Mar 10); 9(3):e23456

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Hybrid Deep Learning for Medication-Related Information Extraction From Clinical Texts in French: MedExt Algorithm Development Study

Jordan Jouffroy, Sarah F Feldman, Ivan Lerner, Bastien Rance, Anita Burgun, Antoine Neuraz

JMIR Med Inform 2021 (Mar 16); 9(3):e17934

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Computerized Provider Order Entry (CPOE)

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Physicians’ Use of the Computerized Physician Order Entry System for Medication Prescribing: Systematic Review

Asra Mogharbel, Dawn Dowding, John Ainsworth

JMIR Med Inform 2021 (Mar 04); 9(3):e22923

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Theme Issue: Medical Informatics and COVID-19

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Regional Resource Assessment During the COVID-19 Pandemic in Italy: Modeling Study

Pietro H Guzzi, Giuseppe Tradigo, Pierangelo Veltri

JMIR Med Inform 2021 (Mar 09); 9(3):e18933

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Medical Morphology Training Using the Xuexi Tong Platform During the COVID-19 Pandemic: Development and Validation of a Web-Based Teaching Approach

Qinlai Liu, Wenping Sun, Changqing Du, Leiying Yang, Na Yuan, Haiqing Cui, Wengang Song, Li Ge

JMIR Med Inform 2021 (Mar 15); 9(3):e24497

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Systematic Delineation of Media Polarity on COVID-19 Vaccines in Africa: Computational Linguistic Modeling Study

Sefater Gbashi, Oluwafemi Ayodeji Adebo, Wesley Doorsamy, Patrick Berka Njobeh

JMIR Med Inform 2021 (Mar 16); 9(3):e22916

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Reviews in Medical Informatics

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Using Machine Learning Technologies in Pressure Injury Management: Systematic Review

Mengyao Jiang, Yuxia Ma, Siyi Guo, Liuqi Jin, Lin Lv, Lin Han, Ning An

JMIR Med Inform 2021 (Mar 10); 9(3):e25704

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Organizational Issues

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The Effect of Innovation Capabilities of Health Care Organizations on the Quality of Health Information Technology: Model Development With Cross-sectional Data

Moritz Esdar, Ursula Hübner, Johannes Thye, Birgit Babitsch, Jan-David Liebe

JMIR Med Inform 2021 (Mar 15); 9(3):e23306

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Clinical Communication, Electronic Consultation and Telehealth

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Antibiotic Prescription Rates After eVisits Versus Office Visits in Primary Care: Observational Study

Artin Entezarjou, Susanna Calling, Tapomita Bhattacharyya, Veronica Milos Nymberg, Lina Vigren, Ashkan Labaf, Ulf Jakobsson, Patrik Midlöv

JMIR Med Inform 2021 (Mar 15); 9(3):e25473

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