JMIR Medical Informatics - Vol 8, No 5 (2020): May

Theme issue 2019: Health Natural Language Processing

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Multi-Level Representation Learning for Chinese Medical Entity Recognition: Model Development and Validation

Zhichang Zhang, Lin Zhu, Peilin Yu

JMIR Med Inform 2020 (May 04); 8(5):e17637

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A Graph Convolutional Network–Based Method for Chemical-Protein Interaction Extraction: Algorithm Development

Erniu Wang, Fan Wang, Zhihao Yang, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang

JMIR Med Inform 2020 (May 19); 8(5):e17643

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A Method to Learn Embedding of a Probabilistic Medical Knowledge Graph: Algorithm Development

Linfeng Li, Peng Wang, Yao Wang, Shenghui Wang, Jun Yan, Jinpeng Jiang, Buzhou Tang, Chengliang Wang, Yuting Liu

JMIR Med Inform 2020 (May 21); 8(5):e17645

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Machine Learning

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Use of Machine Learning Techniques for Case-Detection of Varicella Zoster Using Routinely Collected Textual Ambulatory Records: Pilot Observational Study

Corrado Lanera, Paola Berchialla, Ileana Baldi, Giulia Lorenzoni, Lara Tramontan, Antonio Scamarcia, Luigi Cantarutti, Carlo Giaquinto, Dario Gregori

JMIR Med Inform 2020 (May 05); 8(5):e14330

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$Deep Learning–Based Prediction of Refractive Error Using Photorefraction Images Captured by a Smartphone: Model Development and Validation Study$

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Deep Learning–Based Prediction of Refractive Error Using Photorefraction Images Captured by a Smartphone: Model Development and Validation Study

Jaehyeong Chun, Youngjun Kim, Kyoung Yoon Shin, Sun Hyup Han, Sei Yeul Oh, Tae-Young Chung, Kyung-Ah Park, Dong Hui Lim

JMIR Med Inform 2020 (May 05); 8(5):e16225

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Deep Learning Neural Networks to Predict Serious Complications After Bariatric Surgery: Analysis of Scandinavian Obesity Surgery Registry Data

Yang Cao, Scott Montgomery, Johan Ottosson, Erik Näslund, Erik Stenberg

JMIR Med Inform 2020 (May 08); 8(5):e15992

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Prediction of Preeclampsia and Intrauterine Growth Restriction: Development of Machine Learning Models on a Prospective Cohort

Herdiantri Sufriyana, Yu-Wei Wu, Emily Chia-Yu Su

JMIR Med Inform 2020 (May 18); 8(5):e15411

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Imaging Informatics

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Evaluation of the Quadri-Planes Method in Computer-Aided Diagnosis of Breast Lesions by Ultrasonography: Prospective Single-Center Study

Liang Yongping, Zhang Juan, Ping Zhou, Zhao Yongfeng, Wengang Liu, Yifan Shi

JMIR Med Inform 2020 (May 05); 8(5):e18251

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Information Seeking, Information Needs

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Effect of Online Health Information Seeking on Anxiety in Hospitalized Pregnant Women: Cohort Study

Fabiana Coglianese, Giulia Beltrame Vriz, Nicola Soriani, Gianluca Niccolò Piras, Rosanna Irene Comoretto, Laura Clemente, Jessica Fasan, Lucia Cristiano, Valentina Schiavinato, Valter Adamo, Diego Marchesoni, Dario Gregori

JMIR Med Inform 2020 (May 06); 8(5):e16793

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Decision Support for Health Professionals

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An App Developed for Detecting Nurse Burnouts Using the Convolutional Neural Networks in Microsoft Excel: Population-Based Questionnaire Study

Yi-Lien Lee, Willy Chou, Tsair-Wei Chien, Po-Hsin Chou, Yu-Tsen Yeh, Huan-Fang Lee

JMIR Med Inform 2020 (May 07); 8(5):e16528

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The Development of a Practical Artificial Intelligence Tool for Diagnosing and Evaluating Autism Spectrum Disorder: Multicenter Study

Tao Chen, Ye Chen, Mengxue Yuan, Mark Gerstein, Tingyu Li, Huiying Liang, Tanya Froehlich, Long Lu

JMIR Med Inform 2020 (May 08); 8(5):e15767

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An Electronic Clinical Decision Support System for the Management of Low Back Pain in Community Pharmacy: Development and Mixed Methods Feasibility Study

Aron Simon Downie, Mark Hancock, Christina Abdel Shaheed, Andrew J McLachlan, Ahmet Baki Kocaballi, Christopher M Williams, Zoe A Michaleff, Chris G Maher

JMIR Med Inform 2020 (May 11); 8(5):e17203

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Reviews in Medical Informatics

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Factors Influencing the Adoption of Health Information Standards in Health Care Organizations: A Systematic Review Based on Best Fit Framework Synthesis

Lu Han, Jing Liu, Richard Evans, Yang Song, Jingdong Ma

JMIR Med Inform 2020 (May 15); 8(5):e17334

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Adoption and Change Management of eHealth Systems

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Clinical Desire for an Artificial Intelligence–Based Surgical Assistant System: Electronic Survey–Based Study

Soo Jin Park, Eun Ji Lee, Se Ik Kim, Seong-Ho Kong, Chang Wook Jeong, Hee Seung Kim

JMIR Med Inform 2020 (May 15); 8(5):e17647

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Tools, Programs and Algorithms

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Detecting False Alarms by Analyzing Alarm-Context Information: Algorithm Development and Validation

Chrystinne Fernandes, Simon Miles, Carlos José Pereira Lucena

JMIR Med Inform 2020 (May 20); 8(5):e15407

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Electronic Health Records

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The Perceptions of and Factors Associated With the Adoption of the Electronic Health Record Sharing System Among Patients and Physicians: Cross-Sectional Survey

Martin CS Wong, Junjie Huang, Paul SF Chan, Veeleah Lok, Colette Leung, Jingxuan Wang, Clement SK Cheung, Wing Nam Wong, Ngai Tseung Cheung, Chung Ping Ho, Eng Kiong Yeoh

JMIR Med Inform 2020 (May 21); 8(5):e17452

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Natural Language Processing

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The Development of the Military Service Identification Tool: Identifying Military Veterans in a Clinical Research Database Using Natural Language Processing and Machine Learning

Daniel Leightley, David Pernet, Sumithra Velupillai, Robert J Stewart, Katharine M Mark, Elena Opie, Dominic Murphy, Nicola T Fear, Sharon A M Stevelink

JMIR Med Inform 2020 (May 25); 8(5):e15852

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Theme Issue 2020: Medical Artificial Intelligence Applications in China

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Application of a Mathematical Model in Determining the Spread of the Rabies Virus: Simulation Study

Yihao Huang, Mingtao Li

JMIR Med Inform 2020 (May 27); 8(5):e18627

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Optimization of Precontrol Methods and Analysis of a Dynamic Model for Brucellosis: Model Development and Validation

Yihao Huang, Mingtao Li

JMIR Med Inform 2020 (May 27); 8(5):e18664

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