Breast-Cancer

Introduction

This repository solved the problem of classifying mammograms as malignant or normal/benign using deep learning.

Architechture

• ConvNeXt
• CNNs
• HRNet
• Resnet50

Dataset

• INbreast: https://www.kaggle.com/datasets/quachnam/inbreast-roi-mammography
• CMMD: https://www.kaggle.com/code/quachnam/cmmd-roi-mammography
• DDSM: https://www.kaggle.com/datasets/quachnam/mini-ddsm-roi-mammography
• Mias: https://www.kaggle.com/datasets/quachnam/mias-roi-mammography
• RSNA: https://www.kaggle.com/datasets/quachnam/rsna-roi-mammography

Result

Result in trainset

Result in testset

App

Using Huggingface's gradio library