Vol 8, No 4 (2020): April

Low-Density Lipoprotein Cholesterol Target Attainment in Patients With Established Cardiovascular Disease: Analysis of Routine Care Data

T Katrien J Groenhof, Daniel Kofink, Michiel L Bots, Hendrik M Nathoe, Imo E Hoefer, Wouter W Van Solinge, A Titia Lely, Folkert W Asselbergs, Saskia Haitjema

JMIR Med Inform 2020 (Apr 02); 8(4):e16400

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Critical Predictors for the Early Detection of Conversion From Unipolar Major Depressive Disorder to Bipolar Disorder: Nationwide Population-Based Retrospective Cohort Study

Ya-Han Hu, Kuanchin Chen, I-Chiu Chang, Cheng-Che Shen

JMIR Med Inform 2020 (Apr 03); 8(4):e14278

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Software for the Diagnosis of Sarcopenia in Community-Dwelling Older Adults: Design and Validation Study

Lydia Lera, Bárbara Angel, Carlos Márquez, Rodrigo Saguez, Cecilia Albala

JMIR Med Inform 2020 (Apr 13); 8(4):e13657

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Effect of Age on the Initiation of Biologic Agent Therapy in Patients With Inflammatory Bowel Disease: Korean Common Data Model Cohort Study

Youn I Choi, Yoon Jae Kim, Jun-Won Chung, Kyoung Oh Kim, Hakki Kim, Rae Woong Park, Dong Kyun Park

JMIR Med Inform 2020 (Apr 15); 8(4):e15124

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Predicting Ectopic Pregnancy Using Human Chorionic Gonadotropin (hCG) Levels and Main Cause of Infertility in Women Undergoing Assisted Reproductive Treatment: Retrospective Observational Cohort Study

Huiyu Xu, Guoshuang Feng, Yuan Wei, Ying Feng, Rui Yang, Liying Wang, Hongxia Zhang, Rong Li, Jie Qiao

JMIR Med Inform 2020 (Apr 16); 8(4):e17366

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Impact of a “Chart Closure” Hard Stop Alert on Prescribing for Elevated Blood Pressures Among Patients With Diabetes: Quasi-Experimental Study

Magaly Ramirez, Kimberly Chen, Robert W Follett, Carol M Mangione, Gerardo Moreno, Douglas S Bell

JMIR Med Inform 2020 (Apr 17); 8(4):e16421

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Development and Performance of a Web-Based Tool to Adjust Urine Toxicology Testing Frequency: Retrospective Study

Kenneth B Chapman, Martijn M Pas, Diana Abrar, Wesley Day, Kris C Vissers, Noud van Helmond

JMIR Med Inform 2020 (Apr 22); 8(4):e16069

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Predicting Inpatient Falls Using Natural Language Processing of Nursing Records Obtained From Japanese Electronic Medical Records: Case-Control Study

Hayao Nakatani, Masatoshi Nakao, Hidefumi Uchiyama, Hiroyoshi Toyoshiba, Chikayuki Ochiai

JMIR Med Inform 2020 (Apr 22); 8(4):e16970

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Identifying the Characteristics of Patients With Cervical Degenerative Disease for Surgical Treatment From 17-Year Real-World Data: Retrospective Study

Si Zheng, Yun Xia Wu, Jia Yang Wang, Yan Li, Zhong Jun Liu, Xiao Guang Liu, Geng Ting Dang, Yu Sun, Jiao Li

JMIR Med Inform 2020 (Apr 03); 8(4):e16076

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A Hematologist-Level Deep Learning Algorithm (BMSNet) for Assessing the Morphologies of Single Nuclear Balls in Bone Marrow Smears: Algorithm Development

Yi-Ying Wu, Tzu-Chuan Huang, Ren-Hua Ye, Wen-Hui Fang, Shiue-Wei Lai, Ping-Ying Chang, Wei-Nung Liu, Tai-Yu Kuo, Cho-Hao Lee, Wen-Chiuan Tsai, Chin Lin

JMIR Med Inform 2020 (Apr 08); 8(4):e15963

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A Deep Artificial Neural Network−Based Model for Prediction of Underlying Cause of Death From Death Certificates: Algorithm Development and Validation

Louis Falissard, Claire Morgand, Sylvie Roussel, Claire Imbaud, Walid Ghosn, Karim Bounebache, Grégoire Rey

JMIR Med Inform 2020 (Apr 28); 8(4):e17125

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A Knowledge Graph of Combined Drug Therapies Using Semantic Predications From Biomedical Literature: Algorithm Development

Jian Du, Xiaoying Li

JMIR Med Inform 2020 (Apr 28); 8(4):e18323

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Modified Bidirectional Encoder Representations From Transformers Extractive Summarization Model for Hospital Information Systems Based on Character-Level Tokens (AlphaBERT): Development and Performance Evaluation

Yen-Pin Chen, Yi-Ying Chen, Jr-Jiun Lin, Chien-Hua Huang, Feipei Lai

JMIR Med Inform 2020 (Apr 29); 8(4):e17787

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A Novel, Integrative Approach for Evaluating Progression in Multiple Sclerosis: Development of a Scoring Algorithm

Chloe Tolley, Daniela Piani-Meier, Sarah Bentley, Bryan Bennett, Eddie Jones, James Pike, Frank Dahlke, Davorka Tomic, Tjalf Ziemssen

JMIR Med Inform 2020 (Apr 14); 8(4):e17592

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Rule-Based Cohort Definitions for Acute Respiratory Failure: Electronic Phenotyping Algorithm

Patrick Essay, Jarrod Mosier, Vignesh Subbian

JMIR Med Inform 2020 (Apr 15); 8(4):e18402

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Symptom Distribution Regularity of Insomnia: Network and Spectral Clustering Analysis

Fang Hu, Liuhuan Li, Xiaoyu Huang, Xingyu Yan, Panpan Huang

JMIR Med Inform 2020 (Apr 16); 8(4):e16749

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Impact of the European General Data Protection Regulation (GDPR) on Health Data Management in a European Union Candidate Country: A Case Study of Serbia

Branko Marovic, Vasa Curcin

JMIR Med Inform 2020 (Apr 17); 8(4):e14604

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Real-Time Streaming of Surgery Performance and Intraoperative Imaging Data in the Hybrid Operating Room: Development and Usability Study

Chun-Cheng Lin, Yu-Pin Chen, Chao-Ching Chiang, Ming-Chau Chang, Oscar Kuang-Sheng Lee

JMIR Med Inform 2020 (Apr 22); 8(4):e18094

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Using Natural Language Processing Techniques to Provide Personalized Educational Materials for Chronic Disease Patients in China: Development and Assessment of a Knowledge-Based Health Recommender System

Zheyu Wang, Haoce Huang, Liping Cui, Juan Chen, Jiye An, Huilong Duan, Huiqing Ge, Ning Deng

JMIR Med Inform 2020 (Apr 23); 8(4):e17642

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Next-Generation Sequencing–Based Cancer Panel Data Conversion Using International Standards to Implement a Clinical Next-Generation Sequencing Research System: Single-Institution Study

Phillip Park, Soo-Yong Shin, Seog Yun Park, Jeonghee Yun, Chulmin Shin, Jipmin Jung, Kui Son Choi, Hyo Soung Cha

JMIR Med Inform 2020 (Apr 24); 8(4):e14710

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