Cansu Yalçın's Projects
The repository contains the source code and the report for the brain MRI tissue segmentation challenge that was held as a final project of the course of Medical image segmentation (MISA) in University of Girona.
An automated CAD (Computer aided diagnosis) system for the classification of the breast histopathology images. It contains machine learning (feature extraction) and deep learning (transfer learning) pipelines.
The repository contains the source code and the report for the COPD lung CT registration challenge that was held as a final project of the course of Medical image registration (MIRA) in University of Girona.
The repository of the article "A Network-Centric Framework for the Evaluation of Mutual Exclusivity Tests on Cancer Drivers", published in Frontiers in Genetics (IF 4:77)
This repository includes the Skin lesion classification project work for Computer Aided Diagnosis course in Univeristy of Girona. The project includes classical machine learning and deep learning pipelines.
The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.