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01-09-2021 | Subarachnoid Hemorrhage | Concise Research Report

Automated Extraction of Structured Data from Text Notes in the Electronic Medical Record

Authors: Alexander C. Flint, MD, PhD, Ronald B. Melles, MD, Jeff G. Klingman, MD, Sheila L. Chan, MD, Vivek A. Rao, MD, Andrew L. Avins, MD, MPH

Published in: Journal of General Internal Medicine | Issue 9/2021

Excerpt

Collecting data at the point-of-care is a critical task for many clinical studies, a process made more feasible by the advent of electronic medical records (EMRs).¹ However, creating data entry structures generally requires EMR programming by information technology (IT) specialists,² resulting in delays and costs that are prohibitive for smaller studies and investigators with limited funding. …

Cowie MR, Blomster JI, Curtis LH, et al. Electronic health records to facilitate clinical research. Clin Res Cardiol. 2017;106(1):1-9. doi:https://doi.org/10.1007/s00392-016-1025-6CrossRefPubMed

Bush RA, Kuelbs CL, Ryu J, Jian W, Chiang GJ. Structured data entry in the electronic medical record: perspectives of pediatric specialty physicians and surgeons. J Med Syst. 2017;41(5):75. doi:https://doi.org/10.1007/s10916-017-0716-5CrossRefPubMedPubMedCentral

Kim BJ, Merchant M, Zheng C, et al. A natural language processing program effectively extracts key pathologic findings from radical prostatectomy reports. J Endourol. 2014;28(12):1474-1478. doi:https://doi.org/10.1089/end.2014.0221CrossRefPubMed

Sippo DA, Warden GI, Andriole KP, et al. Automated extraction of BI-RADS final assessment categories from radiology reports with natural language processing. J Digit Imaging. 2013;26(5):989-994. doi:https://doi.org/10.1007/s10278-013-9616-5CrossRefPubMedPubMedCentral

Title: Automated Extraction of Structured Data from Text Notes in the Electronic Medical Record
Authors: Alexander C. Flint, MD, PhD
Ronald B. Melles, MD
Jeff G. Klingman, MD
Sheila L. Chan, MD
Vivek A. Rao, MD
Andrew L. Avins, MD, MPH
Publication date: 01-09-2021
Publisher: Springer International Publishing
Keywords: Subarachnoid Hemorrhage
Stroke
Subarachnoid Hemorrhage
Published in: Journal of General Internal Medicine / Issue 9/2021
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI: https://doi.org/10.1007/s11606-020-06110-8

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