Yu Sun's Projects
Three sessions to normalise the Python skills for master students
Incremental backup
Develop a deep learning model for segmenting the bladder on CT and get the activity from the PET.
A GUI to get DICOM via DICOM-Web.
Convert DICOM-RT Structures to a PLY Point Cloud
Notebooks for learning deep learning
Help Catherine find the Xio profiles that have missing modalities.
This repository contains materials for a tutorials in R.
Tutorial files (SageMaker / CoLab) for the 2019 ACPSEM Machine Learning Workshop
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Develop dose prediction models for knowledge-based planning in radiotherapy
Annotations for the PI-CAI Challenge: Public Training and Development Dataset
Tumour location model for prostate cancer
The automatic registration framework using Python for 3D Slicer.
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
End-to-end Point Cloud Correspondences with Transformers
A minimal Python library to facilitate the creation and manipulation of DICOM RTStructs.
Files related to uni teaching
A pipeline to segment on CT then convert to RTSTRUCT
Code Transformer neural network components piece by piece
A clean PyTorch implementation of the original Transformer model + A German -> English translation example
OHIF zero-footprint DICOM viewer and oncology specific Lesion Tracker, plus shared extension packages