cansuyalcinn Goto Github PK

brain-tissue-segmentation-challenge

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.

breast-histopathology-classification

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.

cansuyalcinn

lung-ct-registration-challenge

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.

netcentric

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)

nnunet_mulseg

skin-lesion-segmentation

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.

structure_knowledge_distillation

The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.