csuzbw's repositories
DragGAN
Official Code for DragGAN (SIGGRAPH 2023)
Geometry_Segmentation_for_Coronary_Artery
code for "Segmentation and Vascular Vectorization for Coronary Artery by Geometry-based Cascaded Neural Network"
ITKThickness3D
An ITK module to compute 3D thickness
K-MAMM-CAD
OpenSource CAD software for Mammography, DDSM Database.
kaapana
Kaapana (from the hawaiian word kaʻāpana, meaning “distributor” or “part”) is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging.
pulmonary_vessel_seg
3D ct pulmonary vessels segmentation
pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
SegLossOdyssey
A collection of loss functions for medical image segmentation
STU-Net
The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up until April 2023.
svFSI
A multi-physics finite element solver for patient-specific blood flow simulation including fluid-structure interaction and cardiac electrophysiology