SCOPE: predicting future diagnoses in office visits using electronic health records

Abstract We propose an interpretable and scalable model to predict likely diagnoses at an encounter based on past diagnoses and lab results. This model is intended to aid physicians in their interaction with the electronic health records (EHR). To accomplish this, we retrospectively collected and de...

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Bibliographic Details
Main Authors: Pritam Mukherjee, Marie Humbert-Droz, Jonathan H. Chen, Olivier Gevaert
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-38257-9