Application of machine learning techniques for warfarin dosage prediction: a case study on the MIMIC-III dataset

Application of machine learning techniques for warfarin dosage prediction: a case study on the MIMIC-III dataset

Warfarin, a commonly prescribed anticoagulant, poses significant dosing challenges due to its narrow therapeutic range and high variability in patient responses. This study applies advanced machine learning techniques to improve the accuracy of international normalized ratio (INR) predictions using...

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Bibliographic Details
Main Authors: Aasim Ayaz Wani, Fatima Abeer
Format: Article
Language:English
Published: PeerJ Inc. 2025-01-01
Series:PeerJ Computer Science
Subjects:
Machine learning
Deep learning
Dimensionality reduction
Artificial intelligence
Medical research
Denoising autoencoders
Online Access:https://peerj.com/articles/cs-2612.pdf

Internet

https://peerj.com/articles/cs-2612.pdf

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