Development and Evaluation of a Natural Language Processing System for Curating a Trans-Thoracic Echocardiogram (TTE) Database

Development and Evaluation of a Natural Language Processing System for Curating a Trans-Thoracic Echocardiogram (TTE) Database

Background: Although electronic health records (EHR) provide useful insights into disease patterns and patient treatment optimisation, their reliance on unstructured data presents a difficulty. Echocardiography reports, which provide extensive pathology information for cardiovascular patients, are p...

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Bibliographic Details
Main Authors: Tim Dong, Nicholas Sunderland, Angus Nightingale, Daniel P. Fudulu, Jeremy Chan, Ben Zhai, Alberto Freitas, Massimo Caputo, Arnaldo Dimagli, Stuart Mires, Mike Wyatt, Umberto Benedetto, Gianni D. Angelini
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Bioengineering
Subjects:
electronic health records (EHR)
Big Data
unstructured data
echo report
echocardiography analysis
natural language processing (NLP)
Online Access:https://www.mdpi.com/2306-5354/10/11/1307

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