Use of a Large Language Model to Identify and Classify Injuries With Free-Text Emergency Department Data
Sign Up to like & getrecommendations! Published in 2024 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2024.13208
Abstract: This cross-sectional study assesses the accuracy, sensitivity, and specificity of a large language model used to process unstructured, non-English emergency department (ED) data in medical records. read more here.
Keywords: large language; language model; language; department data ... See more keywords
Establishing a Data Quality Baseline in the AKTIN Emergency Department Data Registry - A Secondary Use Perspective
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220439
Abstract: Secondary use of clinical data is an increasing application that is affected by the data quality (DQ) of its source systems. Techniques such as audits and risk-based monitoring for controlling DQ often rely on source… read more here.
Keywords: department data; secondary use; data registry; emergency department ... See more keywords
A New Statistical Method to Detect Disease Outbreaks from Hospital Emergency Department Data
Sign Up to like & getrecommendations! Published in 2024 at "Studies in health technology and informatics"
DOI: 10.3233/shti231092
Abstract: Early detection and prediction of disease outbreaks are crucial for public health service delivery, containment response, saving patient lives, and reducing costs. We propose a new data-driven statistical methodology for outbreak detection and prediction based… read more here.
Keywords: disease outbreaks; disease; method; department data ... See more keywords