Mammo-Light: A lightweight convolutional neural network for diagnosing breast cancer from mammography images

Mohaimenul Azam Khan Raiaan, Nur Mohammad Fahad, Md. Saddam Hossain Mukta, Swakkhar Shatabda

Abstract: Highlights•Effective preprocessed procedures for removing noise and enhancing mammograms.•Balance and expand the data in a highly efficient manner.•A robust and high-accuracy lightweight deep-learning model contains only a few layers proposed.