Detection of breast cancer using machine learning and explainable artificial intelligence

Detection of breast cancer using machine learning and explainable artificial intelligence

Abstract Breast cancer is characterized by the proliferation of abnormal breast cells that eventually turn into malignant tumors. These cancer cells can metastasize to be life-threatening and fatal. An intricate mix of environmental factors and individual genetic composition can lead to the formatio...

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Bibliographic Details
Main Authors: Tharunya Arravalli, Krishnaraj Chadaga, H Muralikrishna, Niranjana Sampathila, D. Cenitta, Rajagopala Chadaga, K. S. Swathi
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Breast cancer
Machine learning
Explainable artificial intelligence
Diagnosis
Ensemble classifier
Attribute selection
Online Access:https://doi.org/10.1038/s41598-025-12644-w
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https://doi.org/10.1038/s41598-025-12644-w

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