Multi-Scale GCN-Assisted Two-Stage Network for Joint Segmentation of Retinal Layers and Disc in Peripapillary OCT Images

A Polyp Screening Framework utilizing deep learning technique

2nd place solution for Asan HeLP Challenge 2018(Cardiac Segmentation)

[STACOM-MICCAI 2019] Deep Learning Registration for Cardiac Motion Tracking

A module that can extract LBP features (local binary pattern) from 3D images. Can be used for extracting features from medical images.

1st place solution for Asan HeLP Challenge 2019(Cardiac Border Detection)

24th solution for kaggle APTOS 2019 blindness detection(https://www.kaggle.com/c/aptos2019-blindness-detection)

CT scan machine learning models including AxialNet and HiResCAM

This repository contains the source code for Medical Image Registration and Applications (MIRA) course for MAIA masters degree.

Deep-Learning solution for detecting Intra-Cranial Hemorrhage (ICH) 🧠 using X-Ray Scans in DICOM (.dcm) format.

2nd place solution for Konyang Health Datathon 2019(Fundus disease classification)

Data Loader for Medical Image Segmentation