Model-agnostic explainable artificial intelligence tools for severity prediction and symptom analysis on Indian COVID-19 data

Model-agnostic explainable artificial intelligence tools for severity prediction and symptom analysis on Indian COVID-19 data

IntroductionThe COVID-19 pandemic had a global impact and created an unprecedented emergency in healthcare and other related frontline sectors. Various Artificial-Intelligence-based models were developed to effectively manage medical resources and identify patients at high risk. However, many of the...

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Bibliographic Details
Main Authors: Athira Nambiar, Harikrishnaa S, Sharanprasath S
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Artificial Intelligence
Subjects:
artificial intelligence
machine learning
COVID-19
explainable AI (XAI)
data analysis
decision tree
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2023.1272506/full

Internet

https://www.frontiersin.org/articles/10.3389/frai.2023.1272506/full

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