Applying Text Mining and Natural Language Processing to Electronic Medical Records for extracting and transforming texts into structured data
DHP Benício, JC Xavier-Júnior, KRS Paiva… - Available at SSRN …, 2022 - papers.ssrn.com
… ’ data in electronic patient records (EPRs) by healthcare … patient’s information (eg
abbreviation, terminology, etc.). Thus, retrieving data from such source (text) by using SQL (Structured …
abbreviation, terminology, etc.). Thus, retrieving data from such source (text) by using SQL (Structured …
A basic model for assessing primary health care electronic medical record data quality
… proportion of structured fields for data entry, while … data quality is focused on the structured
data elements within the three EMR datasets – not the narrative or notes portion of the record. …
data elements within the three EMR datasets – not the narrative or notes portion of the record. …
Physicians' use of electronic medical records: barriers and solutions
RH Miller, I Sim - Health affairs, 2004 - healthaffairs.org
… typed their own progress notes into unstructured text boxes. More advanced users typed
data into templates (electronic forms) that included physical exam and documentation prompts. …
data into templates (electronic forms) that included physical exam and documentation prompts. …
An integrated framework for securing semi-structured health records
… of fine-grained access control policies working on semi-structured electronic health records.
In more detail, the strong points of the proposed framework can be summarized as follows. …
In more detail, the strong points of the proposed framework can be summarized as follows. …
PEN-Ivory: the design and evaluation of a pen-based computer system for structured data entry.
AD Poon, LM Fagan - … on Computer Application in Medical Care, 1994 - ncbi.nlm.nih.gov
… -patient encounter [3, 7]. The need for systems that allow and encourage … data entry by
physicians is well known. The Institute of Medicine's Committee on Improving the Patient Record …
physicians is well known. The Institute of Medicine's Committee on Improving the Patient Record …
Structured documentation
DJ Zinder - Otolaryngologic Clinics of North America, 2002 - oto.theclinics.com
… generic sense to include both electronic medical records and computerized medical … entry
methods in the analysis and retrieval of structured data. Other benefits are seen with data entry…
methods in the analysis and retrieval of structured data. Other benefits are seen with data entry…
Evaluation of structured data from electronic health records to identify clinical classification criteria attributes for systemic lupus erythematosus
TL Walunas, AS Ghosh, JA Pacheco… - … Science & Medicine, 2021 - lupus.bmj.com
… Objective Our objective was to develop algorithms to identify lupus clinical classification
criteria attributes using structured data found in the electronic health record (EHR) and …
criteria attributes using structured data found in the electronic health record (EHR) and …
Neural natural language processing for unstructured data in electronic health records: a review
… Unstructured data represent about 80% of total EHR data, but … unstructured text data in
EHRs and newer neural, deep-learning based methods used to leverage this type of data…
EHRs and newer neural, deep-learning based methods used to leverage this type of data…
Electronic medical records (EMRs), epidemiology, and epistemology: reflections on EMRs and future pediatric clinical research
RC Wasserman - Academic pediatrics, 2011 - Elsevier
… One strategy, already touched upon, is to maximize structured data entry and minimize free
text. A second is to build into the EMR rules-based paradigms allowing one to infer higher …
text. A second is to build into the EMR rules-based paradigms allowing one to infer higher …
Cancer biomarkers: the role of structured data reporting
RW Simpson, MA Berman, PR Foulis… - … Medicine, 2015 - meridian.allenpress.com
… summaries as templates for dictation/data entry into the final pathology report. … entry of
standardized data directly into a laboratory information system and/or electronic health record …
standardized data directly into a laboratory information system and/or electronic health record …