runjia0124
Graduate student@UPenn-CHOP | B.Eng@Dalian | Medical Image Analysis - Computer Vision
Philadelphia, PA
runjia0124's Stars
cool-RR/PySnooper
Never use print for debugging again
CompVis/latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
SimplifyJobs/New-Grad-Positions
A collection of full time roles in SWE, Quant, and PM for new grads.
open-mmlab/OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
YangLing0818/Diffusion-Models-Papers-Survey-Taxonomy
Diffusion model papers, survey, and taxonomy
voxelmorph/voxelmorph
Unsupervised Learning for Image Registration
zoubohao/DenoisingDiffusionProbabilityModel-ddpm-
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.
mdeff/cnn_graph
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
fahadshamshad/awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
junyuchen245/TransMorph_Transformer_for_Medical_Image_Registration
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
MIC-DKFZ/TractSeg
Automatic White Matter Bundle Segmentation
dut-media-lab/BOML
Bilevel Optimization Library in Python for Multi-Task and Meta Learning
DarrenPan/Awesome-ECCV2022-Low-Level-Vision
A Collection of Papers and Codes in ECCV2022 about low level vision
dPys/PyNets
A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning
AthenaEPI/dmipy
The open source toolbox for reproducible diffusion MRI-based microstructure estimation
MIDA-group/CoMIR
Framework for joint representation learning, evaluation through multimodal registration and comparison with image translation based approaches
daducci/COMMIT
Linear framework to combine tractography and tissue micro-structure estimation with diffusion MRI
qiyuantian/DeepDTI
DeepDTI Tutorial
carpentries-incubator/SDC-BIDS-dMRI
Introduction to dMRI
muscbridge/PyDesigner
A hands-free DTI, DKI, FBI and FBWM preprocessing pipeline. Information on algorithms and preprocessing steps are available at https://www.biorxiv.org/content/10.1101/2021.10.20.465189v1 A video tutorial on PyDesigner and its usage is now available at https://www.youtube.com/watch?v=mChQFuQqX3k
pnlbwh/conversion
Various mri conversion/modification scripts
SlicerDMRI/DFC
"DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation".
qiyuantian/SDnDTI
SDnDTI Tutorial
CBICA/UK_biobank_pipeline_v_1
neurolabusc/gpu_test
Test FSL GPU acceleration (bedpost, eddy, probtrackx)
DanNBullock/WiMSE
A collection of jupyter notebooks designed to provide a comprehensive exploration of concepts related to white matter segmentation.
LiuzhuForFun/TMICS
Triple-level Model-Guided Collaborative Network Architecture for Video Deraining
PaddySlator/dmipy-bayesian
amyhegarty/docker-fsl-fdt
repository containing code and dockerfile to run fsl-fdt container. Bids compatible.
gagdiez/TractographyTools
A set of tools to make the process of tractography easier