Transforming Early Breast Cancer Detection: A Deep Learning Approach Using Convolutional Neural Networks and Advanced Classification Techniques

Transforming Early Breast Cancer Detection: A Deep Learning Approach Using Convolutional Neural Networks and Advanced Classification Techniques

Abstract Breast cancer is a major global health problem, with the WHO estimating approximately 2.3 million new cases every year. In this study, we present a new approach to improve the early detection of breast cancer using deep learning methods and visual inspection of histopathological images. In...

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Bibliographic Details
Main Authors: Arun Kumar Singh, Bireshwar Dass Mazumdar, Rohit Raja, Kamred Udham Singh, Ankit Kumar, Mohd Asif Shah
Format: Article
Language:English
Published: Springer 2025-06-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Deep learning
Feature extraction
Breast cancer
PCA
Transfer learning
Online Access:https://doi.org/10.1007/s44196-025-00876-7
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https://doi.org/10.1007/s44196-025-00876-7

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