Vol 8, No 12 (2020): December

Family History Information Extraction With Neural Attention and an Enhanced Relation-Side Scheme: Algorithm Development and Validation

Hong-Jie Dai, You-Qian Lee, Chandini Nekkantti, Jitendra Jonnagaddala

JMIR Med Inform 2020 (Dec 01); 8(12):e21750

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The Impact of Pretrained Language Models on Negation and Speculation Detection in Cross-Lingual Medical Text: Comparative Study

Renzo Rivera Zavala, Paloma Martinez

JMIR Med Inform 2020 (Dec 03); 8(12):e18953

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Model-Based Reasoning of Clinical Diagnosis in Integrative Medicine: Real-World Methodological Study of Electronic Medical Records and Natural Language Processing Methods

Wenye Geng, Xuanfeng Qin, Tao Yang, Zhilei Cong, Zhuo Wang, Qing Kong, Zihui Tang, Lin Jiang

JMIR Med Inform 2020 (Dec 21); 8(12):e23082

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The Generalizability of a Medication Administration Discrepancy Detection System: Quantitative Comparative Analysis

Eric Kirkendall, Hannah Huth, Benjamin Rauenbuehler, Adam Moses, Kristin Melton, Yizhao Ni

JMIR Med Inform 2020 (Dec 02); 8(12):e22031

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The Correlation of Online Health Information–Seeking Experience With Health-Related Quality of Life: Cross-Sectional Study Among Non–English-Speaking Female Students in a Religious Community

Zahra Kavosi, Sara Vahedian, Razieh Montazeralfaraj, Arefeh Dehghani Tafti, Mohammad Amin Bahrami

JMIR Med Inform 2020 (Dec 02); 8(12):e23854

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Predictors of Internet Use Among Older Adults With Diabetes in South Korea: Survey Study

Sunhee Park, Beomsoo Kim

JMIR Med Inform 2020 (Dec 23); 8(12):e19061

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Unpacking Prevalence and Dichotomy in Quick Sequential Organ Failure Assessment and Systemic Inflammatory Response Syndrome Parameters: Observational Data–Driven Approach Backed by Sepsis Pathophysiology

Nazmus Sakib, Sheikh Iqbal Ahamed, Rumi Ahmed Khan, Paul M Griffin, Md Munirul Haque

JMIR Med Inform 2020 (Dec 03); 8(12):e18352

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Comprehensive Computer-Aided Decision Support Framework to Diagnose Tuberculosis From Chest X-Ray Images: Data Mining Study

Muhammad Owais, Muhammad Arsalan, Tahir Mahmood, Yu Hwan Kim, Kang Ryoung Park

JMIR Med Inform 2020 (Dec 07); 8(12):e21790

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Cystic Fibrosis Point of Personalized Detection (CFPOPD): An Interactive Web Application

Christopher Wolfe, Teresa Pestian, Emrah Gecili, Weiji Su, Ruth H Keogh, John P Pestian, Michael Seid, Peter J Diggle, Assem Ziady, John Paul Clancy, Daniel H Grossoehme, Rhonda D Szczesniak, Cole Brokamp

JMIR Med Inform 2020 (Dec 16); 8(12):e23530

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Growth of Ambulatory Virtual Visits and Differential Use by Patient Sociodemographics at One Urban Academic Medical Center During the COVID-19 Pandemic: Retrospective Analysis

Sarah F Gilson, Craig A Umscheid, Neda Laiteerapong, Graeme Ossey, Kenneth J Nunes, Sachin D Shah

JMIR Med Inform 2020 (Dec 04); 8(12):e24544

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Global Infectious Disease Surveillance and Case Tracking System for COVID-19: Development Study

Hsiu-An Lee, Hsin-Hua Kung, Yuarn-Jang Lee, Jane C-J Chao, Jai Ganesh Udayasankaran, Hueng-Chuen Fan, Kwok-Keung Ng, Yu-Kang Chang, Boonchai Kijsanayotin, Alvin B Marcelo, Chien-Yeh Hsu

JMIR Med Inform 2020 (Dec 22); 8(12):e20567

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User Experience of a Chatbot Questionnaire Versus a Regular Computer Questionnaire: Prospective Comparative Study

Mariska E te Pas, Werner G M M Rutten, R Arthur Bouwman, Marc P Buise

JMIR Med Inform 2020 (Dec 07); 8(12):e21982

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ISO/IEEE 11073 Treadmill Interoperability Framework and its Test Method: Design and Implementation

Zhi Yong Huang, Yujie Wang, Linling Wang

JMIR Med Inform 2020 (Dec 09); 8(12):e22000

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Development of Phenotyping Algorithms for the Identification of Organ Transplant Recipients: Cohort Study

Lee Wheless, Laura Baker, LaVar Edwards, Nimay Anand, Kelly Birdwell, Allison Hanlon, Mary-Margaret Chren

JMIR Med Inform 2020 (Dec 10); 8(12):e18001

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Extracting Family History of Patients From Clinical Narratives: Exploring an End-to-End Solution With Deep Learning Models

Xi Yang, Hansi Zhang, Xing He, Jiang Bian, Yonghui Wu

JMIR Med Inform 2020 (Dec 15); 8(12):e22982

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Using Character-Level and Entity-Level Representations to Enhance Bidirectional Encoder Representation From Transformers-Based Clinical Semantic Textual Similarity Model: ClinicalSTS Modeling Study

Ying Xiong, Shuai Chen, Qingcai Chen, Jun Yan, Buzhou Tang

JMIR Med Inform 2020 (Dec 29); 8(12):e23357

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Extraction of Family History Information From Clinical Notes: Deep Learning and Heuristics Approach

João Figueira Silva, João Rafael Almeida, Sérgio Matos

JMIR Med Inform 2020 (Dec 29); 8(12):e22898

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Effects of Erythropoietin Payment Policy on Cardiovascular Outcomes of Peritoneal Dialysis Patients: Observational Study

Ying-Hui Hou, Feng-Jung Yang, I-Chun Lai, Shih-Pi Lin, Thomas TH Wan, Ray-E Chang

JMIR Med Inform 2020 (Dec 17); 8(12):e18716

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Missing-Data Handling Methods for Lifelogs-Based Wellness Index Estimation: Comparative Analysis With Panel Data

Ki-Hun Kim, Kwang-Jae Kim

JMIR Med Inform 2020 (Dec 17); 8(12):e20597

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Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach

Sina Rashidian, Kayley Abell-Hart, Janos Hajagos, Richard Moffitt, Veena Lingam, Victor Garcia, Chao-Wei Tsai, Fusheng Wang, Xinyu Dong, Siao Sun, Jianyuan Deng, Rajarsi Gupta, Joshua Miller, Joel Saltz, Mary Saltz

JMIR Med Inform 2020 (Dec 17); 8(12):e22649

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