A New Shapley-Based Feature Selection Method in a Clinical Decision Support System for the Identification of Lung Diseases

The aim of this study is to propose a new feature selection method based on the class-based contribution of Shapley values. For this purpose, a clinical decision support system was developed to assist doctors in their diagnosis of lung diseases from lung sounds. The developed systems, which are base...

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Bibliographic Details
Main Authors: Fevzi Yasin Kababulut, Damla Gürkan Kuntalp, Okan Düzyel, Nermin Özcan, Mehmet Kuntalp
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Diagnostics
Subjects:
Online Access:https://www.mdpi.com/2075-4418/13/23/3558