Electronic Health Records

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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Electronic Medical Record–Based Case Phenotyping for the Charlson Conditions: Scoping Review

Seungwon Lee, Chelsea Doktorchik, Elliot Asher Martin, Adam Giles D'Souza, Cathy Eastwood, Abdel Aziz Shaheen, Christopher Naugler, Joon Lee, Hude Quan

JMIR Med Inform 2021 (Feb 01); 9(2):e23934

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Giving Your Electronic Health Record a Checkup After COVID-19: A Practical Framework for Reviewing Clinical Decision Support in Light of the Telemedicine Expansion

Jonah Feldman, Adam Szerencsy, Devin Mann, Jonathan Austrian, Ulka Kothari, Hye Heo, Sam Barzideh, Maureen Hickey, Catherine Snapp, Rod Aminian, Lauren Jones, Paul Testa

JMIR Med Inform 2021 (Jan 27); 9(1):e21712

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Disease Concept-Embedding Based on the Self-Supervised Method for Medical Information Extraction from Electronic Health Records and Disease Retrieval: Algorithm Development and Validation Study

Yen-Pin Chen, Yuan-Hsun Lo, Feipei Lai, Chien-Hua Huang

J Med Internet Res 2021 (Jan 27); 23(1):e25113

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A Web Platform (MOSAICO) to Design, Perform, and Assess Collaborative Clinical Scenarios for Medical Students: Viewpoint

Sergio Guinez-Molinos, Jaime Gonzalez Díaz, Carmen Gomar Sancho, Paulina Espinoza, Gustavo Constenla

JMIR Med Educ 2021 (Jan 26); 7(1):e23370

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Patient-Generated Health Data in Pediatric Asthma: Exploratory Study of Providers' Information Needs

Victoria L Tiase, Katherine A Sward, Guilherme Del Fiol, Catherine Staes, Charlene Weir, Mollie R Cummins

JMIR Pediatr Parent 2021 (Jan 26); 4(1):e25413

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