Electronic Health Records

User Perspectives on Barriers and Facilitators to the Implementation of Electronic Health Records in Behavioral Hospitals: Qualitative Study

Se Young Jung, Hee Hwang, Keehyuck Lee, Donghyun Lee, Sooyoung Yoo, Kahyun Lim, Ho-Young Lee, Eric Kim

JMIR Form Res 2021 (Apr 08); 5(4):e18764

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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

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Weight-Based Framework for Predictive Modeling of Multiple Databases With Noniterative Communication Without Data Sharing: Privacy-Protecting Analytic Method for Multi-Institutional Studies

Ji Ae Park, Min Dong Sung, Ho Heon Kim, Yu Rang Park

JMIR Med Inform 2021 (Apr 05); 9(4):e21043

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A Framework for Criteria-Based Selection and Processing of Fast Healthcare Interoperability Resources Data for Statistical Analysis: Design and Implementation Study

Julian Gruendner, Christian Gulden, Marvin Kampf, Sebastian Mate, Hans-Ulrich Prokosch, Jakob Zierk

JMIR Med Inform 2021 (Apr 01); 9(4):e25645

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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

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The Implementation Science for Genomic Health Translation (INSIGHT) Study in Epilepsy: Protocol for a Learning Health Care System

Elena Valeryevna Feofanova, Guo-Qiang Zhang, Samden Lhatoo, Ginger A Metcalf, Eric Boerwinkle, Eric Venner

JMIR Res Protoc 2021 (Mar 26); 10(3):e25576

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Hybrid Deep Learning for Medication-Related Information Extraction From Clinical Texts in French: MedExt Algorithm Development Study

Jordan Jouffroy, Sarah F Feldman, Ivan Lerner, Bastien Rance, Anita Burgun, Antoine Neuraz

JMIR Med Inform 2021 (Mar 16); 9(3):e17934

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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

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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

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The Impact of Electronic Health Record–Based Simulation During Intern Boot Camp: Interventional Study

Matthew E Miller, Gretchen Scholl, Sky Corby, Vishnu Mohan, Jeffrey A Gold

JMIR Med Educ 2021 (Mar 09); 7(1):e25828

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Electronic Health Record Portal Use by Family Caregivers of Patients Undergoing Hematopoietic Cell Transplantation: United States National Survey Study

Vibhuti Gupta, Minakshi Raj, Flora Hoodin, Lilian Yahng, Thomas Braun, Sung Won Choi

JMIR Cancer 2021 (Mar 09); 7(1):e26509

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Natural Language Processing and Machine Learning for Identifying Incident Stroke From Electronic Health Records: Algorithm Development and Validation

Yiqing Zhao, Sunyang Fu, Suzette J Bielinski, Paul A Decker, Alanna M Chamberlain, Veronique L Roger, Hongfang Liu, Nicholas B Larson

J Med Internet Res 2021 (Mar 08); 23(3):e22951

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Collaboration Structures in COVID-19 Critical Care: Retrospective Network Analysis Study

Chao Yan, Xinmeng Zhang, Cheng Gao, Erin Wilfong, Jonathan Casey, Daniel France, Yang Gong, Mayur Patel, Bradley Malin, You Chen

JMIR Hum Factors 2021 (Mar 08); 8(1):e25724

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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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