Breast Cancer Detection Using Deep Learning: An Investigation Using the DDSM Dataset and a Customized AlexNet and Support Vector Machine

Breast Cancer Detection Using Deep Learning: An Investigation Using the DDSM Dataset and a Customized AlexNet and Support Vector Machine

The most lethal and devastating form of cancer, breast cancer, is often first detected when a lump appears in the breast. The cause can be attributed to a typical proliferation of cells in the mammary glands. Early breast cancer detection improves survival. Breast cancer screening and early detectio...

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Bibliographic Details
Main Authors: Jawad Ahmad, Sheeraz Akram, Arfan Jaffar, Muhammad Rashid, Sohail Masood Bhatti
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Breast cancer
mammography
digital database for screening mammography
AlexNet
support vector machine
Online Access:https://ieeexplore.ieee.org/document/10239136/

Internet

https://ieeexplore.ieee.org/document/10239136/

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