JMIR Medical Informatics - Vol 8, No 11 (2020): November

Natural Language Processing

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Natural Language Processing for Surveillance of Cervical and Anal Cancer and Precancer: Algorithm Development and Split-Validation Study

Carlos R Oliveira, Patrick Niccolai, Anette Michelle Ortiz, Sangini S Sheth, Eugene D Shapiro, Linda M Niccolai, Cynthia A Brandt

JMIR Med Inform 2020 (Nov 03); 8(11):e20826

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Characterizing Chronic Pain Episodes in Clinical Text at Two Health Care Systems: Comprehensive Annotation and Corpus Analysis

Luke A Carlson, Molly M Jeffery, Sunyang Fu, Huan He, Rozalina G McCoy, Yanshan Wang, William Michael Hooten, Jennifer St Sauver, Hongfang Liu, Jungwei Fan

JMIR Med Inform 2020 (Nov 16); 8(11):e18659

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Decision Support for Health Professionals

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Alert Override Patterns With a Medication Clinical Decision Support System in an Academic Emergency Department: Retrospective Descriptive Study

Junsang Yoo, Jeonghoon Lee, Poong-Lyul Rhee, Dong Kyung Chang, Mira Kang, Jong Soo Choi, David W Bates, Won Chul Cha

JMIR Med Inform 2020 (Nov 04); 8(11):e23351

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Amplifying Domain Expertise in Clinical Data Pipelines

Protiva Rahman, Arnab Nandi, Courtney Hebert

JMIR Med Inform 2020 (Nov 05); 8(11):e19612

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Theme issue 2019: Semantics of Mental Health

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Explainable Artificial Intelligence Recommendation System by Leveraging the Semantics of Adverse Childhood Experiences: Proof-of-Concept Prototype Development

Nariman Ammar, Arash Shaban-Nejad

JMIR Med Inform 2020 (Nov 04); 8(11):e18752

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Machine Learning

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Patient Triage by Topic Modeling of Referral Letters: Feasibility Study

Irena Spasic, Kate Button

JMIR Med Inform 2020 (Nov 06); 8(11):e21252

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Multidimensional Machine Learning Personalized Prognostic Model in an Early Invasive Breast Cancer Population-Based Cohort in China: Algorithm Validation Study

Xiaorong Zhong, Ting Luo, Ling Deng, Pei Liu, Kejia Hu, Donghao Lu, Dan Zheng, Chuanxu Luo, Yuxin Xie, Jiayuan Li, Ping He, Tianjie Pu, Feng Ye, Hong Bu, Bo Fu, Hong Zheng

JMIR Med Inform 2020 (Nov 09); 8(11):e19069

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Developing a Predictive Model for Asthma-Related Hospital Encounters in Patients With Asthma in a Large, Integrated Health Care System: Secondary Analysis

Gang Luo, Claudia L Nau, William W Crawford, Michael Schatz, Robert S Zeiger, Emily Rozema, Corinna Koebnick

JMIR Med Inform 2020 (Nov 09); 8(11):e22689

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Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis

Herdiantri Sufriyana, Atina Husnayain, Ya-Lin Chen, Chao-Yang Kuo, Onkar Singh, Tso-Yang Yeh, Yu-Wei Wu, Emily Chia-Yu Su

JMIR Med Inform 2020 (Nov 17); 8(11):e16503

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Deep Learning Methodology for Differentiating Glioma Recurrence From Radiation Necrosis Using Multimodal Magnetic Resonance Imaging: Algorithm Development and Validation

Yang Gao, Xiong Xiao, Bangcheng Han, Guilin Li, Xiaolin Ning, Defeng Wang, Weidong Cai, Ron Kikinis, Shlomo Berkovsky, Antonio Di Ieva, Liwei Zhang, Nan Ji, Sidong Liu

JMIR Med Inform 2020 (Nov 17); 8(11):e19805

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Development of an Artificial Intelligence–Based Automated Recommendation System for Clinical Laboratory Tests: Retrospective Analysis of the National Health Insurance Database

Md Mohaimenul Islam, Hsuan-Chia Yang, Tahmina Nasrin Poly, Yu-Chuan Jack Li

JMIR Med Inform 2020 (Nov 18); 8(11):e24163

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Machine Learning Approach to Reduce Alert Fatigue Using a Disease Medication–Related Clinical Decision Support System: Model Development and Validation

Tahmina Nasrin Poly, Md.Mohaimenul Islam, Muhammad Solihuddin Muhtar, Hsuan-Chia Yang, Phung Anh (Alex) Nguyen, Yu-Chuan (Jack) Li

JMIR Med Inform 2020 (Nov 19); 8(11):e19489

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Theme Issue: Medical Informatics and COVID-19

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Toward Preparing a Knowledge Base to Explore Potential Drugs and Biomedical Entities Related to COVID-19: Automated Computational Approach

Junaed Younus Khan, Md Tawkat Islam Khondaker, Iram Tazim Hoque, Hamada R H Al-Absi, Mohammad Saifur Rahman, Reto Guler, Tanvir Alam, M Sohel Rahman

JMIR Med Inform 2020 (Nov 10); 8(11):e21648

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Prediction of COVID-19 Severity Using Chest Computed Tomography and Laboratory Measurements: Evaluation Using a Machine Learning Approach

Daowei Li, Qiang Zhang, Yue Tan, Xinghuo Feng, Yuanyi Yue, Yuhan Bai, Jimeng Li, Jiahang Li, Youjun Xu, Shiyu Chen, Si-Yu Xiao, Muyan Sun, Xiaona Li, Fang Zhu

JMIR Med Inform 2020 (Nov 17); 8(11):e21604

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Advanced Data Analytics in eHealth

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Using Ambient Assisted Living to Monitor Older Adults With Alzheimer Disease: Single-Case Study to Validate the Monitoring Report

Maxime Lussier, Aline Aboujaoudé, Mélanie Couture, Maxim Moreau, Catherine Laliberté, Sylvain Giroux, Hélène Pigot, Sébastien Gaboury, Kévin Bouchard, Patricia Belchior, Carolina Bottari, Guy Paré, Charles Consel, Nathalie Bier

JMIR Med Inform 2020 (Nov 13); 8(11):e20215

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Quality Improvement

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Parental Experiences of the Pediatric Day Surgery Pathway and the Needs for a Digital Gaming Solution: Qualitative Study

Arja Rantala, Miia M Jansson, Otto Helve, Pekka Lahdenne, Minna Pikkarainen, Tarja Pölkki

JMIR Med Inform 2020 (Nov 13); 8(11):e23626

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Digital Health Meta-Research and Bibliographic Studies

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Analysis of the Trends in Publications on Clinical Cancer Research in Mainland China from the Surveillance, Epidemiology, and End Results (SEER) Database: Bibliometric Study

Min-Qiang Lin, Chen-Lu Lian, Ping Zhou, Jian Lei, Jun Wang, Li Hua, Juan Zhou, San-Gang Wu

JMIR Med Inform 2020 (Nov 17); 8(11):e21931

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Viewpoints on and Experiences with Digital Technologies in Health

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Assessment of mHealth Interventions: Need for New Studies, Methods, and Guidelines for Study Designs

Roxana Ologeanu-Taddei

JMIR Med Inform 2020 (Nov 18); 8(11):e21874

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Electronic Health Records

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The Associations of Electronic Health Record Usability and User Age With Stress and Cognitive Failures Among Finnish Registered Nurses: Cross-Sectional Study

Anu-Marja Kaihlanen, Kia Gluschkoff, Hannele Hyppönen, Johanna Kaipio, Sampsa Puttonen, Tuulikki Vehko, Kaija Saranto, Liisa Karhe, Tarja Heponiemi

JMIR Med Inform 2020 (Nov 18); 8(11):e23623

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Imaging Informatics

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