Electronic Health Records

Efficient Reuse of Natural Language Processing Models for Phenotype-Mention Identification in Free-text Electronic Medical Records: A Phenotype Embedding Approach

Honghan Wu, Karen Hodgson, Sue Dyson, Katherine I Morley, Zina M Ibrahim, Ehtesham Iqbal, Robert Stewart, Richard JB Dobson, Cathie Sudlow

JMIR Med Inform 2019 (Dec 17); 7(4):e14782

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Blockchain-Enabled iWellChain Framework Integration With the National Medical Referral System: Development and Usability Study

Yu-Sheng Lo, Cheng-Yi Yang, Hsiung-Fei Chien, Shy-Shin Chang, Chung-Ying Lu, Ray-Jade Chen

J Med Internet Res 2019 (Dec 04); 21(12):e13563

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Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation

Patrick Wu, Aliya Gifford, Xiangrui Meng, Xue Li, Harry Campbell, Tim Varley, Juan Zhao, Robert Carroll, Lisa Bastarache, Joshua C Denny, Evropi Theodoratou, Wei-Qi Wei

JMIR Med Inform 2019 (Nov 29); 7(4):e14325

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Primary Care Physicians’ Experience Using Advanced Electronic Medical Record Features to Support Chronic Disease Prevention and Management: Qualitative Study

Rana Melissa Rahal, Jay Mercer, Craig Kuziemsky, Sanni Yaya

JMIR Med Inform 2019 (Nov 29); 7(4):e13318

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Empirical Research on Acceptance of Digital Technologies in Medicine Among Patients and Healthy Users: Questionnaire Study

Sabur Safi, Gerhard Danzer, Kurt JG Schmailzl

JMIR Hum Factors 2019 (Nov 29); 6(4):e13472

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Navigating Through Electronic Health Records: Survey Study on Medical Students’ Perspectives in General and With Regard to a Specific Training

Anne Herrmann-Werner, Martin Holderried, Teresa Loda, Nisar Malek, Stephan Zipfel, Friederike Holderried

JMIR Med Inform 2019 (Nov 12); 7(4):e12648

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Automatic Detection of Hypoglycemic Events From the Electronic Health Record Notes of Diabetes Patients: Empirical Study

Yonghao Jin, Fei Li, Varsha G Vimalananda, Hong Yu

JMIR Med Inform 2019 (Nov 08); 7(4):e14340

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Digital Health and the State of Interoperable Electronic Health Records

Jessica Germaine Shull

JMIR Med Inform 2019 (Nov 01); 7(4):e12712

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Extracting Clinical Features From Dictated Ambulatory Consult Notes Using a Commercially Available Natural Language Processing Tool: Pilot, Retrospective, Cross-Sectional Validation Study

Jeremy Petch, Jane Batt, Joshua Murray, Muhammad Mamdani

JMIR Med Inform 2019 (Nov 01); 7(4):e12575

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Electronic Health Record–Based Strategy to Promote Medication Adherence Among Patients With Diabetes: Longitudinal Observational Study

Stacy Cooper Bailey, Amisha Wallia, Sarah Wright, Guisselle A Wismer, Alexandra C Infanzon, Laura M Curtis, Samantha A Brokenshire, Arlene E Chung, Daniel S Reuland, Allison J Hahr, Kenneth Hornbuckle, Karen Lockwood, Lori Hall, Michael S Wolf

J Med Internet Res 2019 (Oct 21); 21(10):e13499

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Fast Healthcare Interoperability Resources (FHIR) as a Meta Model to Integrate Common Data Models: Development of a Tool and Quantitative Validation Study

Emily Rose Pfaff, James Champion, Robert Louis Bradford, Marshall Clark, Hao Xu, Karamarie Fecho, Ashok Krishnamurthy, Steven Cox, Christopher G Chute, Casey Overby Taylor, Stan Ahalt

JMIR Med Inform 2019 (Oct 16); 7(4):e15199

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Towards a Stakeholder-Oriented Blockchain-Based Architecture for Electronic Health Records: Design Science Research Study

Jan Heinrich Beinke, Christian Fitte, Frank Teuteberg

J Med Internet Res 2019 (Oct 07); 21(10):e13585

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Design Process and Utilization of a Novel Clinical Decision Support System for Neuropathic Pain in Primary Care: Mixed Methods Observational Study

Dale Guenter, Mohamed Abouzahra, Inge Schabort, Arun Radhakrishnan, Kalpana Nair, Sherrie Orr, Jessica Langevin, Paul Taenzer, Dwight E Moulin

JMIR Med Inform 2019 (Sep 30); 7(3):e14141

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Factors Associated With Electronic Health Record Usage Among Primary Care Physicians After Hours: Retrospective Cohort Study

Selasi Attipoe, Yungui Huang, Sharon Schweikhart, Steve Rust, Jeffrey Hoffman, Simon Lin

JMIR Hum Factors 2019 (Sep 30); 6(3):e13779

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Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study

Fei Li, Yonghao Jin, Weisong Liu, Bhanu Pratap Singh Rawat, Pengshan Cai, Hong Yu

JMIR Med Inform 2019 (Sep 12); 7(3):e14830

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Wearable Health Technology and Electronic Health Record Integration: Scoping Review and Future Directions

Catherine Dinh-Le, Rachel Chuang, Sara Chokshi, Devin Mann

JMIR Mhealth Uhealth 2019 (Sep 11); 7(9):e12861

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A Blockchain Framework for Patient-Centered Health Records and Exchange (HealthChain): Evaluation and Proof-of-Concept Study

Ray Hales Hylock, Xiaoming Zeng

J Med Internet Res 2019 (Aug 30); 21(8):e13592

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Developing a Standardization Algorithm for Categorical Laboratory Tests for Clinical Big Data Research: Retrospective Study

Mina Kim, Soo-Yong Shin, Mira Kang, Byoung-Kee Yi, Dong Kyung Chang

JMIR Med Inform 2019 (Aug 29); 7(3):e14083

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Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System

Elham Hatef, Masoud Rouhizadeh, Iddrisu Tia, Elyse Lasser, Felicia Hill-Briggs, Jill Marsteller, Hadi Kharrazi

JMIR Med Inform 2019 (Aug 02); 7(3):e13802

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Estimating Morbidity Rates Based on Routine Electronic Health Records in Primary Care: Observational Study

Mark MJ Nielen, Inge Spronk, Rodrigo Davids, Joke C Korevaar, René Poos, Nancy Hoeymans, Wim Opstelten, Marianne AB van der Sande, Marion CJ Biermans, Francois G Schellevis, Robert A Verheij

JMIR Med Inform 2019 (Jul 26); 7(3):e11929

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