Hybrid sigmoid activation function and transfer learning assisted breast cancer classification on histopathological images

Author:

Singh Manoj KumarORCID,Chand Satish

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Hardware and Architecture,Media Technology,Software

Reference36 articles.

1. Zheng J, Lin D, Gao Z, Wang S, He M, Fan J (2020) Deep learning assisted efficient AdaBoost algorithm for breast cancer detection and early diagnosis. IEEE Access 8:96946–96954

2. American Cancer Society. “www.cancer.org/treatment/understanding-your-diagnosis/what-is-cancer.” 14th Feb 2022

3. Yadavendra, Chand S (2020) A comparative study of breast cancer tumor classification by classical machine learning methods and deep learning method. Mach Vis Appl 31(6):46

4. Sharma S, Mehra R (2020) Effect of layer-wise fine-tuning in magnification-dependent classification of breast cancer histopathological image. Vis Comput 36:1755–1769

5. World Health Organization, “Global breast cancer initiative implementation framework: assessing, strengthening and scaling up of services for the early detection and management of breast cancer (who.int).” 7th March 2023

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