Giter Site home page Giter Site logo

pprint('Hi there') 👋

I'm a researcher on image analysis methods for medical imaginge data. Mostly testing and workong on segmentation methods for organs and tumours from MRI and CT.

  • Google accreditated AI developer in TensorFlow
  • Familiar with commonly used networks for image processing
  • Proficient in Python and R

My current work can be categorised into three types:

  • Develop deep learning models for medical imageing data
    • Organ / tumour segmentation
    • Radiomics feature engineering
    • Survival analysis and treatment response prediction
  • Test and deploy data system for clinical use
    • Medical data curation, conversion and warehousing
  • Develop tools to help speed up the workflow
    • Automate registration
    • Convert DICOM (RT) data

Yu Sun's Projects

bladderseg icon bladderseg

Develop a deep learning model for segmenting the bladder on CT and get the activity from the PET.

dicom2ply icon dicom2ply

Convert DICOM-RT Structures to a PLY Point Cloud

esa-data-fusion icon esa-data-fusion

Develop a data fusion module for hyperspectral remote sensing data.

findmissingmod icon findmissingmod

Help Catherine find the Xio profiles that have missing modalities.

learning-r icon learning-r

This repository contains materials for a tutorials in R.

minkowskiengine icon minkowskiengine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

open-kbp icon open-kbp

Develop dose prediction models for knowledge-based planning in radiotherapy

picai_labels icon picai_labels

Annotations for the PI-CAI Challenge: Public Training and Development Dataset

pyregpipe icon pyregpipe

The automatic registration framework using Python for 3D Slicer.

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

regtr icon regtr

End-to-end Point Cloud Correspondences with Transformers

rt-utils icon rt-utils

A minimal Python library to facilitate the creation and manipulation of DICOM RTStructs.

totalseg icon totalseg

A pipeline to segment on CT then convert to RTSTRUCT

vanilla-transformer icon vanilla-transformer

A clean PyTorch implementation of the original Transformer model + A German -> English translation example

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.