Improved stacking ensemble learning based on feature selection to accurately predict warfarin dose

BackgroundWith the rapid development of artificial intelligence, prediction of warfarin dose via machine learning has received more and more attention. Since the dose prediction involve both linear and nonlinear problems, traditional machine learning algorithms are ineffective to solve such problems...

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Bibliographic Details
Main Authors: Mingyuan Wang, Yiyi Qian, Yaodong Yang, Haobin Chen, Wei-Feng Rao
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2023.1320938/full