Machine learning using longitudinal prescription and medical claims for the detection of non-alcoholic steatohepatitis (NASH)

Objectives To develop and evaluate machine learning models to detect patients with suspected undiagnosed non-alcoholic steatohepatitis (NASH) for diagnostic screening and clinical management.Methods In this retrospective observational non-interventional study using administrative medical claims data...

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Bibliographic Details
Main Authors: Orla Doyle, Ozge Yasar, Patrick Long, Brett Harder, Hanna Marshall, Sanjay Bhasin, Suyin Lee, Mark Delegge, Stephanie Roy, Nadea Leavitt, John Rigg
Format: Article
Language:English
Published: BMJ Publishing Group 2022-02-01
Series:BMJ Health & Care Informatics
Online Access:https://informatics.bmj.com/content/29/1/e100510.full