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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 often a...

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Detalles Bibliográficos
Autores principales: Chakrabarty, Dalia, Wang, Kangrui, Roy, Gargi, Bhojgaria, Akash, Zhang, Chuqiao, Pavlu, Jiri, Chakrabartty, Joydeep
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10586698/
https://www.ncbi.nlm.nih.gov/pubmed/37856497
http://dx.doi.org/10.1371/journal.pone.0292404