breast-cancer-classification

This is a code written for a university project for breast cancer classification.

There are various file in this repo:

• extraction.py is responsible for extraction of classic radiomics features from images;
• selection_training.py contains all the techniques used for feature selection, trainig and validation of the model;
• net.py is an attempt to describe the problem using a deep neural network;
• util.py contains some utility functions;
• grid_search_utils is a utility file for hyperparameter tuning (taken from here https://www.kaggle.com/code/juanmah/grid-search-utils).