Hard for humans, hard for machines: predicting readmission after psychiatric hospitalization using narrative notes

© 2021, The Author(s). Machine learning has been suggested as a means of identifying individuals at greatest risk for hospital readmission, including psychiatric readmission. We sought to compare the performance of predictive models that use interpretable representations derived via topic modeling t...

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Bibliographic Details
Main Authors: Boag, William, Kovaleva, Olga, McCoy, Thomas H, Rumshisky, Anna, Szolovits, Peter, Perlis, Roy H
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Springer Science and Business Media LLC 2021
Online Access:https://hdl.handle.net/1721.1/134104