JMIR Medical Informatics - Vol 10, No 11 (2022): November

Advanced Data Analytics in eHealth

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Linking Biomedical Data Warehouse Records With the National Mortality Database in France: Large-scale Matching Algorithm

Vianney Guardiolle, Adrien Bazoge, Emmanuel Morin, Béatrice Daille, Delphine Toublant, Guillaume Bouzillé, Youenn Merel, Morgane Pierre-Jean, Alexandre Filiot, Marc Cuggia, Matthieu Wargny, Antoine Lamer, Pierre-Antoine Gourraud

JMIR Med Inform 2022 (Nov 01); 10(11):e36711

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Discovery and Analytical Validation of a Vocal Biomarker to Monitor Anosmia and Ageusia in Patients With COVID-19: Cross-sectional Study

Eduardo Higa, Abir Elbéji, Lu Zhang, Aurélie Fischer, Gloria A Aguayo, Petr V Nazarov, Guy Fagherazzi

JMIR Med Inform 2022 (Nov 08); 10(11):e35622

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Motion Artifact Reduction in Electrocardiogram Signals Through a Redundant Denoising Independent Component Analysis Method for Wearable Health Care Monitoring Systems: Algorithm Development and Validation

Fabian Andres Castaño Usuga, Christian Gissel, Alher Mauricio Hernández

JMIR Med Inform 2022 (Nov 25); 10(11):e40826

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Machine Learning

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Automatic Screening of Pediatric Renal Ultrasound Abnormalities: Deep Learning and Transfer Learning Approach

Ming-Chin Tsai, Henry Horng-Shing Lu, Yueh-Chuan Chang, Yung-Chieh Huang, Lin-Shien Fu

JMIR Med Inform 2022 (Nov 02); 10(11):e40878

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Quality Improvement

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The Application of Graph Theoretical Analysis to Complex Networks in Medical Malpractice in China: Qualitative Study

Shengjie Dong, Chenshu Shi, Wu Zeng, Zhiying Jia, Minye Dong, Yuyin Xiao, Guohong Li

JMIR Med Inform 2022 (Nov 03); 10(11):e35709

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Managing Critical Patient-Reported Outcome Measures in Oncology Settings: System Development and Retrospective Study

Olga Strachna, Onur Asan, Peter D Stetson

JMIR Med Inform 2022 (Nov 03); 10(11):e38483

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Viewpoints on and Experiences with Digital Technologies in Health

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Realizing the Potential of Computer-Assisted Surgery by Embedding Digital Twin Technology

Jiaxin Qin, Jian Wu

JMIR Med Inform 2022 (Nov 08); 10(11):e35138

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Theme Issue 2022: Health Natural Language Processing and Applications (CHIP)

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Classifying Comments on Social Media Related to Living Kidney Donation: Machine Learning Training and Validation Study

Mohsen Asghari, Joshua Nielsen, Monica Gentili, Naoru Koizumi, Adel Elmaghraby

JMIR Med Inform 2022 (Nov 08); 10(11):e37884

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Developing an Automated Assessment of In-session Patient Activation for Psychological Therapy: Codevelopment Approach

Sam Malins, Grazziela Figueredo, Tahseen Jilani, Yunfei Long, Jacob Andrews, Mat Rawsthorne, Cosmin Manolescu, Jeremie Clos, Fred Higton, David Waldram, Daniel Hunt, Elvira Perez Vallejos, Nima Moghaddam

JMIR Med Inform 2022 (Nov 08); 10(11):e38168

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A Transfer Learning Approach to Correct the Temporal Performance Drift of Clinical Prediction Models: Retrospective Cohort Study

Xiangzhou Zhang, Yunfei Xue, Xinyu Su, Shaoyong Chen, Kang Liu, Weiqi Chen, Mei Liu, Yong Hu

JMIR Med Inform 2022 (Nov 09); 10(11):e38053

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Medical Text Simplification Using Reinforcement Learning (TESLEA): Deep Learning–Based Text Simplification Approach

Atharva Phatak, David W Savage, Robert Ohle, Jonathan Smith, Vijay Mago

JMIR Med Inform 2022 (Nov 18); 10(11):e38095

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Electronic Health Records

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The Use of Electronic Health Record Metadata to Identify Nurse-Patient Assignments in the Intensive Care Unit: Algorithm Development and Validation

Kathryn A Riman, Billie S Davis, Jennifer B Seaman, Jeremy M Kahn

JMIR Med Inform 2022 (Nov 09); 10(11):e37923

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Automatic Estimation of the Most Likely Drug Combination in Electronic Health Records Using the Smooth Algorithm: Development and Validation Study

Dan Ouchi, Maria Giner-Soriano, Ainhoa Gómez-Lumbreras, Cristina Vedia Urgell, Ferran Torres, Rosa Morros

JMIR Med Inform 2022 (Nov 15); 10(11):e37976

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Theme Issue: Medical Informatics and COVID-19

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The Real-World Experiences of Persons With Multiple Sclerosis During the First COVID-19 Lockdown: Application of Natural Language Processing

Deborah Chiavi, Christina Haag, Andrew Chan, Christian Philipp Kamm, Chloé Sieber, Mina Stanikić, Stephanie Rodgers, Caroline Pot, Jürg Kesselring, Anke Salmen, Irene Rapold, Pasquale Calabrese, Zina-Mary Manjaly, Claudio Gobbi, Chiara Zecca, Sebastian Walther, Katharina Stegmayer, Robert Hoepner, Milo Puhan, Viktor von Wyl

JMIR Med Inform 2022 (Nov 10); 10(11):e37945

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Standards and Interoperability

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Shared Interoperable Clinical Decision Support Service for Drug-Allergy Interaction Checks: Implementation Study

Sungwon Jung, Sungchul Bae, Donghyeong Seong, Ock Hee Oh, Yoomi Kim, Byoung-Kee Yi

JMIR Med Inform 2022 (Nov 10); 10(11):e40338

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Secondary Use of Clinical Data for Research and Surveillance

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Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study

Pei-Fu Chen, Tai-Liang He, Sheng-Che Lin, Yuan-Chia Chu, Chen-Tsung Kuo, Feipei Lai, Ssu-Ming Wang, Wan-Xuan Zhu, Kuan-Chih Chen, Lu-Cheng Kuo, Fang-Ming Hung, Yu-Cheng Lin, I-Chang Tsai, Chi-Hao Chiu, Shu-Chih Chang, Chi-Yu Yang

JMIR Med Inform 2022 (Nov 10); 10(11):e41342

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Health Informatics Education and Training

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Considering Clinician Competencies for the Implementation of Artificial Intelligence–Based Tools in Health Care: Findings From a Scoping Review

Kim V Garvey, Kelly Jean Thomas Craig, Regina Russell, Laurie L Novak, Don Moore, Bonnie M Miller

JMIR Med Inform 2022 (Nov 16); 10(11):e37478

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Adoption and Change Management of eHealth Systems

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Perspective Toward Machine Learning Implementation in Pediatric Medicine: Mixed Methods Study

Natasha Alexander, Catherine Aftandilian, Lin Lawrence Guo, Erin Plenert, Jose Posada, Jason Fries, Scott Fleming, Alistair Johnson, Nigam Shah, Lillian Sung

JMIR Med Inform 2022 (Nov 17); 10(11):e40039

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Discretionary Corrigenda

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Correction: Web-Based Software Tools for Systematic Literature Review in Medicine: Systematic Search and Feature Analysis

Kathryn Cowie, Asad Rahmatullah, Nicole Hardy, Karl Holub, Kevin Kallmes

JMIR Med Inform 2022 (Nov 23); 10(11):e43520

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Reviews in Medical Informatics

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Visit Types in Primary Care With Telehealth Use During the COVID-19 Pandemic: Systematic Review

Kanesha Ward, Sanjyot Vagholkar, Fareeya Sakur, Neha Nafees Khatri, Annie Y S Lau

JMIR Med Inform 2022 (Nov 28); 10(11):e40469

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