Constructing training set using distance between learnt graphical models of time series data on patient physiology, to predict disease scores.

Interventional endeavours in medicine include prediction of a score that parametrises a new subject's susceptibility to a given disease, at the pre-onset stage. Here, for the first time, we provide reliable learning of such a score in the context of the potentially-terminal disease VOD, that of...

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Bibliographic Details
Main Authors: Dalia Chakrabarty, Kangrui Wang, Gargi Roy, Akash Bhojgaria, Chuqiao Zhang, Jiri Pavlu, Joydeep Chakrabartty
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-01-01
Series:PLoS ONE
Online Access:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0292404&type=printable