A robust predictive diagnosis model for diabetes mellitus using Shapley-incorporated machine learning algorithms

A robust predictive diagnosis model for diabetes mellitus using Shapley-incorporated machine learning algorithms

With the rapid advancement and integration of Artificial Intelligence (AI) in medicine, the need for new developments and accuracy in Machine Learning (ML) models and algorithms has increased substantially. Meanwhile, the limited availability of medical data has hampered the rapid advancement of AI,...

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Bibliographic Details
Main Authors: Chukwuebuka Joseph Ejiyi, Zhen Qin, Joan Amos, Makuachukwu Bennedith Ejiyi, Ann Nnani, Thomas Ugochukwu Ejiyi, Victor Kwaku Agbesi, Chidimma Diokpo, Chidinma Okpara
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:Healthcare Analytics
Subjects:
Machine learning
Shapley additive explanation
Attributes
Diabetes mellitus
Feature engineering
Online Access:http://www.sciencedirect.com/science/article/pii/S2772442523000333

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http://www.sciencedirect.com/science/article/pii/S2772442523000333

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