A Holistic Strategy of Modified Superpixel Segmentation and Randomized Adam Hyperparameter Tuning with Deep Learning Approaches for the Classification of Breast Cancer from BreakHis Images: In the Quest for Precision

Abstract Breast cancer is a prevalent cancer type in women worldwide, and therefore it is necessary to do early detection that is accurate for effective treatment. However, traditional ways of diagnosing through mammogram or histopathological examination may take more time and also require an interp...

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Bibliographic Details
Main Authors: Gowri Shankar Manivannan, Karthikeyan Shanmugam, Harikumar Rajaguru, Satish V. Talawar, Rajanna Siddaiah
Format: Article
Language:English
Published: Springer 2025-06-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Online Access:https://doi.org/10.1007/s44196-025-00877-6
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