IMPACT: an interactive multi-disease prevention and counterfactual treatment system using explainable AI and a multimodal LLM

IMPACT: an interactive multi-disease prevention and counterfactual treatment system using explainable AI and a multimodal LLM

Multi-disease conditions strain the body’s defenses, complicating recovery and increasing mortality risk. Therefore, effective concurrent prevention of multiple diseases is essential for mitigating complications and improving overall well-being. Explainable artificial intelligence (XAI) with an adva...

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Bibliographic Details
Main Authors: Prasant Kumar Mohanty, Sharmila Anand John Francis, Rabindra Kumar Barik, K. Hemant Kumar Reddy, Diptendu Sinha Roy, Manob Jyoti Saikia
Format: Article
Language:English
Published: PeerJ Inc. 2025-04-01
Series:PeerJ Computer Science
Subjects:
LLM
Explainable AI
Large language model
NSGA-II
Healthcare
Treatment
Online Access:https://peerj.com/articles/cs-2839.pdf
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