Machine learning to identify chronic cough from administrative claims data

Abstract Accurate identification of patient populations is an essential component of clinical research, especially for medical conditions such as chronic cough that are inconsistently defined and diagnosed. We aimed to develop and compare machine learning models to identify chronic cough from medica...

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Bibliographic Details
Main Authors: Vishal Bali, Vladimir Turzhitsky, Jonathan Schelfhout, Misti Paudel, Erin Hulbert, Jesse Peterson-Brandt, Jeffrey Hertzberg, Neal R. Kelly, Raja H. Patel
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-51522-9