Clinical Informatics

Diagnostic Classification and Prognostic Prediction Using Common Genetic Variants in Autism Spectrum Disorder: Genotype-Based Deep Learning

Haishuai Wang, Paul Avillach

JMIR Med Inform 2021 (Apr 07); 9(4):e24754

Download Citation: END BibTex RIS

An Agent-Based Model of the Local Spread of SARS-CoV-2: Modeling Study

Alessio Staffini, Akiko Kishi Svensson, Ung-Il Chung, Thomas Svensson

JMIR Med Inform 2021 (Apr 06); 9(4):e24192

Download Citation: END BibTex RIS

Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study

Jenna M Reps, Chungsoo Kim, Ross D Williams, Aniek F Markus, Cynthia Yang, Talita Duarte-Salles, Thomas Falconer, Jitendra Jonnagaddala, Andrew Williams, Sergio Fernández-Bertolín, Scott L DuVall, Kristin Kostka, Gowtham Rao, Azza Shoaibi, Anna Ostropolets, Matthew E Spotnitz, Lin Zhang, Paula Casajust, Ewout W Steyerberg, Fredrik Nyberg, Benjamin Skov Kaas-Hansen, Young Hwa Choi, Daniel Morales, Siaw-Teng Liaw, Maria Tereza Fernandes Abrahão, Carlos Areia, Michael E Matheny, Kristine E Lynch, María Aragón, Rae Woong Park, George Hripcsak, Christian G Reich, Marc A Suchard, Seng Chan You, Patrick B Ryan, Daniel Prieto-Alhambra, Peter R Rijnbeek

JMIR Med Inform 2021 (Apr 05); 9(4):e21547

Download Citation: END BibTex RIS

Factors Affecting General Practitioners’ Readiness to Accept and Use an Electronic Health Record System in the Republic of North Macedonia: A National Survey of General Practitioners

Tomi Dimitrovski, Peter A Bath, Panayiotis Ketikidis, Lambros Lazuras

JMIR Med Inform 2021 (Apr 05); 9(4):e21109

Download Citation: END BibTex RIS

A Framework (SOCRATex) for Hierarchical Annotation of Unstructured Electronic Health Records and Integration Into a Standardized Medical Database: Development and Usability Study

Jimyung Park, Seng Chan You, Eugene Jeong, Chunhua Weng, Dongsu Park, Jin Roh, Dong Yun Lee, Jae Youn Cheong, Jin Wook Choi, Mira Kang, Rae Woong Park

JMIR Med Inform 2021 (Mar 30); 9(3):e23983

Download Citation: END BibTex RIS

Early Prediction of Unplanned 30-Day Hospital Readmission: Model Development and Retrospective Data Analysis

Peng Zhao, Illhoi Yoo, Syed H Naqvi

JMIR Med Inform 2021 (Mar 23); 9(3):e16306

Download Citation: END BibTex RIS

Beyond Getting Rid of Stupid Stuff in the Electronic Health Record (Beyond-GROSS): Protocol for a User-Centered, Mixed-Method Intervention to Improve the Electronic Health Record System

Ahmed Umar Otokiti, Catherine K Craven, Avniel Shetreat-Klein, Stacey Cohen, Bruce Darrow

JMIR Res Protoc 2021 (Mar 16); 10(3):e25148

Download Citation: END BibTex RIS

Natural Language Processing of Clinical Notes to Identify Mental Illness and Substance Use Among People Living with HIV: Retrospective Cohort Study

Jessica P Ridgway, Arno Uvin, Jessica Schmitt, Tomasz Oliwa, Ellen Almirol, Samantha Devlin, John Schneider

JMIR Med Inform 2021 (Mar 10); 9(3):e23456

Download Citation: END BibTex RIS

Contribution of Free-Text Comments to the Burden of Documentation: Assessment and Analysis of Vital Sign Comments in Flowsheets

Zhijun Yin, Yongtai Liu, Allison B McCoy, Bradley A Malin, Patricia R Sengstack

J Med Internet Res 2021 (Mar 04); 23(3):e22806

Download Citation: END BibTex RIS

Commitment Levels of Health Care Providers in Using the District Health Information System and the Associated Factors for Decision Making in Resource-Limited Settings: Cross-sectional Survey Study

Shuma G Kanfe, Berhanu F Endehabtu, Mohammedjud H Ahmed, Nebyu D Mengestie, Binyam Tilahun

JMIR Med Inform 2021 (Mar 04); 9(3):e23951

Download Citation: END BibTex RIS

Physicians’ Use of the Computerized Physician Order Entry System for Medication Prescribing: Systematic Review

Asra Mogharbel, Dawn Dowding, John Ainsworth

JMIR Med Inform 2021 (Mar 04); 9(3):e22923

Download Citation: END BibTex RIS

What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask

Isaac S Kohane, Bruce J Aronow, Paul Avillach, Brett K Beaulieu-Jones, Riccardo Bellazzi, Robert L Bradford, Gabriel A Brat, Mario Cannataro, James J Cimino, Noelia García-Barrio, Nils Gehlenborg, Marzyeh Ghassemi, Alba Gutiérrez-Sacristán, David A Hanauer, John H Holmes, Chuan Hong, Jeffrey G Klann, Ne Hooi Will Loh, Yuan Luo, Kenneth D Mandl, Mohamad Daniar, Jason H Moore, Shawn N Murphy, Antoine Neuraz, Kee Yuan Ngiam, Gilbert S Omenn, Nathan Palmer, Lav P Patel, Miguel Pedrera-Jiménez, Piotr Sliz, Andrew M South, Amelia Li Min Tan, Deanne M Taylor, Bradley W Taylor, Carlo Torti, Andrew K Vallejos, Kavishwar B Wagholikar, The Consortium For Clinical Characterization Of COVID-19 By EHR (4CE), Griffin M Weber, Tianxi Cai

J Med Internet Res 2021 (Mar 02); 23(3):e22219

Download Citation: END BibTex RIS

Electronic Health Record Use in Swiss Nursing Homes and Its Association With Implicit Rationing of Nursing Care Documentation: Multicenter Cross-sectional Survey Study

Dietmar Ausserhofer, Lauriane Favez, Michael Simon, Franziska Zúñiga

JMIR Med Inform 2021 (Mar 02); 9(3):e22974

Download Citation: END BibTex RIS

Human–Computer Agreement of Electrocardiogram Interpretation for Patients Referred to and Declined for Primary Percutaneous Coronary Intervention: Retrospective Data Analysis Study

Aleeha Iftikhar, Raymond Bond, Victoria Mcgilligan, Stephen J Leslie, Charles Knoery, James Shand, Adesh Ramsewak, Divyesh Sharma, Anne McShane, Khaled Rjoob, Aaron Peace

JMIR Med Inform 2021 (Mar 02); 9(3):e24188

Download Citation: END BibTex RIS

Adoption of Electronic Health Records (EHRs) in China During the Past 10 Years: Consecutive Survey Data Analysis and Comparison of Sino-American Challenges and Experiences

Jun Liang, Ying Li, Zhongan Zhang, Dongxia Shen, Jie Xu, Xu Zheng, Tong Wang, Buzhou Tang, Jianbo Lei, Jiajie Zhang

J Med Internet Res 2021 (Feb 18); 23(2):e24813

Download Citation: END BibTex RIS

Electronic Health Record–Based Prediction of 1-Year Risk of Incident Cardiac Dysrhythmia: Prospective Case-Finding Algorithm Development and Validation Study

Yaqi Zhang, Yongxia Han, Peng Gao, Yifu Mo, Shiying Hao, Jia Huang, Fangfan Ye, Zhen Li, Le Zheng, Xiaoming Yao, Zhen Li, Xiaodong Li, Xiaofang Wang, Chao-Jung Huang, Bo Jin, Yani Zhang, Gabriel Yang, Shaun T Alfreds, Laura Kanov, Karl G Sylvester, Eric Widen, Licheng Li, Xuefeng Ling

JMIR Med Inform 2021 (Feb 17); 9(2):e23606

Download Citation: END BibTex RIS

A Bespoke Electronic Health Record for Epilepsy Care (EpiToMe): Development and Qualitative Evaluation

Shiqiang Tao, Samden Lhatoo, Johnson Hampson, Licong Cui, Guo-Qiang Zhang

J Med Internet Res 2021 (Feb 12); 23(2):e22939

Download Citation: END BibTex RIS

A Machine Learning Prediction Model of Respiratory Failure Within 48 Hours of Patient Admission for COVID-19: Model Development and Validation

Siavash Bolourani, Max Brenner, Ping Wang, Thomas McGinn, Jamie S Hirsch, Douglas Barnaby, Theodoros P Zanos, Northwell COVID-19 Research Consortium

J Med Internet Res 2021 (Feb 10); 23(2):e24246

Download Citation: END BibTex RIS

Limitations of Deep Learning Attention Mechanisms in Clinical Research: Empirical Case Study Based on the Korean Diabetic Disease Setting

Junetae Kim, Sangwon Lee, Eugene Hwang, Kwang Sun Ryu, Hanseok Jeong, Jae Wook Lee, Yul Hwangbo, Kui Son Choi, Hyo Soung Cha

J Med Internet Res 2020 (Dec 16); 22(12):e18418

Download Citation: END BibTex RIS

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

Download Citation: END BibTex RIS