An Explainable Artificial Intelligence Model for the Classification of Breast Cancer

An Explainable Artificial Intelligence Model for the Classification of Breast Cancer

Breast cancer is the most common cancer among women and globally affects both genders. The disease arises due to abnormal growth of tissue formed of malignant cells. Early detection of breast cancer is crucial for enhancing the survival rate. Therefore, artificial intelligence has revolutionized hea...

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Bibliographic Details
Main Authors: Tarek Khater, Abir Hussain, Riyad Bendardaf, Iman M. Talaat, Hissam Tawfik, Sam Ansari, Soliman Mahmoud
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Artificial intelligence
breast cancer
explainable machine learning
model-agnostic
permutation importance
partial dependence plot
Online Access:https://ieeexplore.ieee.org/document/10229149/
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