JMIR Medical Informatics - Vol 9, No 6 (2021): June

Theme Issue: Medical Informatics and COVID-19

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Physicians’ Perspectives of Telemedicine During the COVID-19 Pandemic in China: Qualitative Survey Study

Jialin Liu, Siru Liu, Tao Zheng, Yongdong Bi

JMIR Med Inform 2021 (Jun 01); 9(6):e26463

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Physicians’ Attitudes Toward Telemedicine Consultations During the COVID-19 Pandemic: Cross-sectional Study

Noora Alhajri, Mecit Can Emre Simsekler, Buthaina Alfalasi, Mohamed Alhashmi, Majd AlGhatrif, Nahed Balalaa, Maryam Al Ali, Raghda Almaashari, Shammah Al Memari, Farida Al Hosani, Yousif Al Zaabi, Shereena Almazroui, Hamed Alhashemi, Ovidiu C Baltatu

JMIR Med Inform 2021 (Jun 01); 9(6):e29251

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Machine Learning

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Unsupervised Machine Learning for Identifying Challenging Behavior Profiles to Explore Cluster-Based Treatment Efficacy in Children With Autism Spectrum Disorder: Retrospective Data Analysis Study

Julie Gardner-Hoag, Marlena Novack, Chelsea Parlett-Pelleriti, Elizabeth Stevens, Dennis Dixon, Erik Linstead

JMIR Med Inform 2021 (Jun 02); 9(6):e27793

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Informing Developmental Milestone Achievement for Children With Autism: Machine Learning Approach

Munirul M Haque, Masud Rabbani, Dipranjan Das Dipal, Md Ishrak Islam Zarif, Anik Iqbal, Amy Schwichtenberg, Naveen Bansal, Tanjir Rashid Soron, Syed Ishtiaque Ahmed, Sheikh Iqbal Ahamed

JMIR Med Inform 2021 (Jun 08); 9(6):e29242

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Implementing Vertical Federated Learning Using Autoencoders: Practical Application, Generalizability, and Utility Study

Dongchul Cha, MinDong Sung, Yu-Rang Park

JMIR Med Inform 2021 (Jun 09); 9(6):e26598

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Enhancing Obstructive Sleep Apnea Diagnosis With Screening Through Disease Phenotypes: Algorithm Development and Validation

Daniela Ferreira-Santos, Pedro Pereira Rodrigues

JMIR Med Inform 2021 (Jun 22); 9(6):e25124

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Viewpoints on and Experiences with Digital Technologies in Health

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Ethical Applications of Artificial Intelligence: Evidence From Health Research on Veterans

Christos Makridis, Seth Hurley, Mary Klote, Gil Alterovitz

JMIR Med Inform 2021 (Jun 02); 9(6):e28921

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Electronic Health Records

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Using Electronic Health Records to Mitigate Workplace Burnout Among Clinicians During the COVID-19 Pandemic: Field Study in Iran

Pouyan Esmaeilzadeh, Tala Mirzaei

JMIR Med Inform 2021 (Jun 03); 9(6):e28497

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Decision Support for Health Professionals

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The Clinical Decision Support System AMPEL for Laboratory Diagnostics: Implementation and Technical Evaluation

Maria Beatriz Walter Costa, Mark Wernsdorfer, Alexander Kehrer, Markus Voigt, Carina Cundius, Martin Federbusch, Felix Eckelt, Johannes Remmler, Maria Schmidt, Sarah Pehnke, Christiane Gärtner, Markus Wehner, Berend Isermann, Heike Richter, Jörg Telle, Thorsten Kaiser

JMIR Med Inform 2021 (Jun 03); 9(6):e20407

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eHealth Infrastructures

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Smart Decentralization of Personal Health Records with Physician Apps and Helper Agents on Blockchain: Platform Design and Implementation Study

Hyeong-Joon Kim, Hye Hyeon Kim, Hosuk Ku, Kyung Don Yoo, Suehyun Lee, Ji In Park, Hyo Jin Kim, Kyeongmin Kim, Moon Kyung Chung, Kye Hwa Lee, Ju Han Kim

JMIR Med Inform 2021 (Jun 07); 9(6):e26230

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Reviews in Medical Informatics

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Blockchain Applications in Health Care and Public Health: Increased Transparency

Pedro Elkind Velmovitsky, Frederico Moreira Bublitz, Laura Xavier Fadrique, Plinio Pelegrini Morita

JMIR Med Inform 2021 (Jun 08); 9(6):e20713

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Hyperpolarized Magnetic Resonance and Artificial Intelligence: Frontiers of Imaging in Pancreatic Cancer

José S Enriquez, Yan Chu, Shivanand Pudakalakatti, Kang Lin Hsieh, Duncan Salmon, Prasanta Dutta, Niki Zacharias Millward, Eugene Lurie, Steven Millward, Florencia McAllister, Anirban Maitra, Subrata Sen, Ann Killary, Jian Zhang, Xiaoqian Jiang, Pratip K Bhattacharya, Shayan Shams

JMIR Med Inform 2021 (Jun 17); 9(6):e26601

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Theme Issue 2021: Health Natural Language Processing and Applications

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Extraction of Traditional Chinese Medicine Entity: Design of a Novel Span-Level Named Entity Recognition Method With Distant Supervision

Qi Jia, Dezheng Zhang, Haifeng Xu, Yonghong Xie

JMIR Med Inform 2021 (Jun 14); 9(6):e28219

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A Novel Metric to Quantify the Effect of Pathway Enrichment Evaluation With Respect to Biomedical Text-Mined Terms: Development and Feasibility Study

Xuan Qin, Xinzhi Yao, Jingbo Xia

JMIR Med Inform 2021 (Jun 18); 9(6):e28247

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Drug-Drug Interaction Predictions via Knowledge Graph and Text Embedding: Instrument Validation Study

Meng Wang, Haofen Wang, Xing Liu, Xinyu Ma, Beilun Wang

JMIR Med Inform 2021 (Jun 24); 9(6):e28277

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Document Retrieval for Precision Medicine Using a Deep Learning Ensemble Method

Zhiqiang Liu, Jingkun Feng, Zhihao Yang, Lei Wang

JMIR Med Inform 2021 (Jun 29); 9(6):e28272

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Advanced Data Analytics in eHealth

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Analysis of Mental Health Disease Trends Using BeGraph Software in Spanish Health Care Centers: Case Study

Susel Góngora Alonso, Andrés de Bustos Molina, Beatriz Sainz-De-Abajo, Manuel Franco-Martín, Isabel De la Torre Díez

JMIR Med Inform 2021 (Jun 16); 9(6):e15527

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Adoption and Change Management of eHealth Systems

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Intention to Use Wiki-Based Knowledge Tools: Survey of Quebec Emergency Health Professionals

Patrick Archambault, Stéphane Turcotte, Pascal Y Smith, Kassim Said Abasse, Catherine Paquet, André Côté, Dario Gomez, Hager Khechine, Marie-Pierre Gagnon, Melissa Tremblay, Nicolas Elazhary, France Légaré, Wiki-Based Knowledge Tool Investigators

JMIR Med Inform 2021 (Jun 18); 9(6):e24649

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Secondary Use of Clinical Data for Research and Surveillance

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A National, Semantic-Driven, Three-Pillar Strategy to Enable Health Data Secondary Usage Interoperability for Research Within the Swiss Personalized Health Network: Methodological Study

Christophe Gaudet-Blavignac, Jean Louis Raisaro, Vasundra Touré, Sabine Österle, Katrin Crameri, Christian Lovis

JMIR Med Inform 2021 (Jun 24); 9(6):e27591

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Ontologies, Classifications, and Coding

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A Word Pair Dataset for Semantic Similarity and Relatedness in Korean Medical Vocabulary: Reference Development and Validation

Yunjin Yum, Jeong Moon Lee, Moon Joung Jang, Yoojoong Kim, Jong-Ho Kim, Seongtae Kim, Unsub Shin, Sanghoun Song, Hyung Joon Joo

JMIR Med Inform 2021 (Jun 24); 9(6):e29667

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