Electronic Health Records

Perspectives of Pregnant and Breastfeeding Women on Participating in Longitudinal Mother-Baby Studies Involving Electronic Health Records: Qualitative Study

Austen Hentschel, Chu J Hsiao, Lynn Y Chen, Lauren Wright, Jennifer Shaw, Xinsong Du, Elizabeth Flood-Grady, Christopher A Harle, Callie F Reeder, Magda Francois, Adetola Louis-Jacques, Elizabeth Shenkman, Janice L Krieger, Dominick J Lemas

JMIR Pediatr Parent 2021 (Mar 05); 4(1):e23842

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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

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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

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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

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Assessment of Patients’ Ability to Review Electronic Health Record Information to Identify Potential Errors: Cross-sectional Web-Based Survey

Lisa Freise, Ana Luisa Neves, Kelsey Flott, Paul Harrison, John Kelly, Ara Darzi, Erik K Mayer

JMIR Form Res 2021 (Feb 26); 5(2):e19074

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Prediction of Prolonged Length of Hospital Stay After Cancer Surgery Using Machine Learning on Electronic Health Records: Retrospective Cross-sectional Study

Yong-Yeon Jo, JaiHong Han, Hyun Woo Park, Hyojung Jung, Jae Dong Lee, Jipmin Jung, Hyo Soung Cha, Dae Kyung Sohn, Yul Hwangbo

JMIR Med Inform 2021 (Feb 22); 9(2):e23147

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Online Medical Record Nonuse Among Patients: Data Analysis Study of the 2019 Health Information National Trends Survey

Safa Elkefi, Zhongyuan Yu, Onur Asan

J Med Internet Res 2021 (Feb 22); 23(2):e24767

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Opening a “Can of Worms” to Explore the Public's Hopes and Fears About Health Care Data Sharing: Qualitative Study

Olivia Lounsbury, Lily Roberts, Jonathan R Goodman, Philippa Batey, Lenny Naar, Kelsey M Flott, Anna Lawrence-Jones, Saira Ghafur, Ara Darzi, Ana Luisa Neves

J Med Internet Res 2021 (Feb 22); 23(2):e22744

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Similarity-Based Unsupervised Spelling Correction Using BioWordVec: Development and Usability Study of Bacterial Culture and Antimicrobial Susceptibility Reports

Taehyeong Kim, Sung Won Han, Minji Kang, Se Ha Lee, Jong-Ho Kim, Hyung Joon Joo, Jang Wook Sohn

JMIR Med Inform 2021 (Feb 22); 9(2):e25530

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Precision Assessment of COVID-19 Phenotypes Using Large-Scale Clinic Visit Audio Recordings: Harnessing the Power of Patient Voice

Paul J Barr, James Ryan, Nicholas C Jacobson

J Med Internet Res 2021 (Feb 19); 23(2):e20545

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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

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A Novel Patient Values Tab for the Electronic Health Record: A User-Centered Design Approach

Anjali Varma Desai, Chelsea L Michael, Gilad J Kuperman, Gregory Jordan, Haley Mittelstaedt, Andrew S Epstein, MaryAnn Connor, Rika Paula B Villar, Camila Bernal, Dana Kramer, Mary Elizabeth Davis, Yuxiao Chen, Catherine Malisse, Gigi Markose, Judith E Nelson

J Med Internet Res 2021 (Feb 17); 23(2):e21615

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Development and Validation of an Automated Algorithm to Detect Atrial Fibrillation Within Stored Intensive Care Unit Continuous Electrocardiographic Data: Observational Study

Allan J Walkey, Syed K Bashar, Md Billal Hossain, Eric Ding, Daniella Albuquerque, Michael Winter, Ki H Chon, David D McManus

JMIR Cardio 2021 (Feb 15); 5(1):e18840

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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

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Predictive Analytics for Care and Management of Patients With Acute Diseases: Deep Learning–Based Method to Predict Crucial Complication Phenotypes

Jessica Qiuhua Sheng, Paul Jen-Hwa Hu, Xiao Liu, Ting-Shuo Huang, Yu Hsien Chen

J Med Internet Res 2021 (Feb 12); 23(2):e18372

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Development and Validation of a Machine Learning Approach for Automated Severity Assessment of COVID-19 Based on Clinical and Imaging Data: Retrospective Study

Juan Carlos Quiroz, You-Zhen Feng, Zhong-Yuan Cheng, Dana Rezazadegan, Ping-Kang Chen, Qi-Ting Lin, Long Qian, Xiao-Fang Liu, Shlomo Berkovsky, Enrico Coiera, Lei Song, Xiaoming Qiu, Sidong Liu, Xiang-Ran Cai

JMIR Med Inform 2021 (Feb 11); 9(2):e24572

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Data Leakage in Health Outcomes Prediction With Machine Learning. Comment on “Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning”

Alexandre Chiavegatto Filho, André Filipe De Moraes Batista, Hellen Geremias dos Santos

J Med Internet Res 2021 (Feb 11); 23(2):e10969

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Culturally Competent Gender, Sex, and Sexual Orientation Information Practices and Electronic Health Records: Rapid Review

Kelly Davison, Roz Queen, Francis Lau, Marcy Antonio

JMIR Med Inform 2021 (Feb 11); 9(2):e25467

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Classification of the Disposition of Patients Hospitalized with COVID-19: Reading Discharge Summaries Using Natural Language Processing

Marta Fernandes, Haoqi Sun, Aayushee Jain, Haitham S Alabsi, Laura N Brenner, Elissa Ye, Wendong Ge, Sarah I Collens, Michael J Leone, Sudeshna Das, Gregory K Robbins, Shibani S Mukerji, M Brandon Westover

JMIR Med Inform 2021 (Feb 10); 9(2):e25457

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Using Information Technology to Assess Patient Risk Factors in Primary Care Clinics: Pragmatic Evaluation

Leanne Kosowan, Alan Katz, Gayle Halas, Lisa LaBine, Alexander Singer

JMIR Form Res 2021 (Feb 02); 5(2):e24382

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