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Shun Yao's Projects

augfmri icon augfmri

Python implementation of Functional Magnetic Resonance Imaging data augmentation through conditional ICA (MICCAI2021-Oral)

brainprep icon brainprep

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

dcm2niix icon dcm2niix

dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC

gan-mri icon gan-mri

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

mask2boundary icon mask2boundary

Takes a binary mask in Niftii format and converts it to a boundary of provided width

mri-to-ct-using-gan icon mri-to-ct-using-gan

This repository is implementation of MRI-only brain radiotherapy: assessing the dosimetric accuracy of synthetic CT images generated using a deep learning approach

niistat icon niistat

NiiStat is a set of Matlab scripts for analyzing neuroimaging data from clinical populations

pyradiomics icon pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

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