Pinned Repositories
netcentric
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
HE-prediction-SynthCT
Development framework of the paper "Hematoma expansion prediction in intracerebral hemorrhage patients by using synthesized CT images in an end-to-end deep learning framework"
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.
cansuyalcinn's Repositories
cansuyalcinn/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.
cansuyalcinn/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/HE-prediction-SynthCT
Development framework of the paper "Hematoma expansion prediction in intracerebral hemorrhage patients by using synthesized CT images in an end-to-end deep learning framework"
cansuyalcinn/cansuyalcinn
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.
cansuyalcinn/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)
cansuyalcinn/nnUNet_mulseg
cansuyalcinn/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.
cansuyalcinn/structure_knowledge_distillation
The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.