Machine Learning-Based Predictive Model of Aortic Valve Replacement Modality Selection in Severe Aortic Stenosis Patients

Machine Learning-Based Predictive Model of Aortic Valve Replacement Modality Selection in Severe Aortic Stenosis Patients

The current recommendation for bioprosthetic valve replacement in severe aortic stenosis (AS) is either surgical aortic valve replacement (SAVR) or transcatheter aortic valve replacement (TAVR). We evaluated the performance of a machine learning-based predictive model using existing periprocedural v...

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Bibliographic Details
Main Authors: Ronpichai Chokesuwattanaskul, Aisawan Petchlorlian, Piyoros Lertsanguansinchai, Paramaporn Suttirut, Narut Prasitlumkum, Suphot Srimahachota, Wacin Buddhari
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Medical Sciences
Subjects:
aortic valve replacement
decision tree
LASSO
SAVR
TAVR
Online Access:https://www.mdpi.com/2076-3271/12/1/3

Internet

https://www.mdpi.com/2076-3271/12/1/3

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