CT reconstruction
DUGAN/REDCNN Model with Mayo Clinic Dataset
A collection of resources and papers on Diffusion Models
Computed Tomography Image Reconstruction Project using MATLAB
"Neural Attenuation Fields for Sparse-View CBCT Reconstruction" (MICCAI 2022 Oral)
A lib of CT projector and back-projector based on PyTorch
TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox
Generative Modeling in Sinogram Domain for Sparse-view CT Reconstruction
Stage-by-stage Wavelet Optimization Refinement Diffusion Model for Sparse-view CT Reconstruction
Official PyTorch Implementation of "SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers"
Code for ICML 2023 paper, "PFGM++: Unlocking the Potential of Physics-Inspired Generative Models"
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
Robust Equivariant Imaging (REI), CVPR'2022 Oral
TVM reconstruction with SART and Bregman TV
EDM2 and Autoguidance -- Official PyTorch implementation
Official PyTorch implementation of the CVPR 2023 paper "Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models (https://arxiv.org/abs/2211.10655)"
comprehensive library of 3D transmission Computed Tomography (CT) algorithms with Python and C++ APIs, a PyQt GUI, and fully integrated with PyTorch
napari: a fast, interactive, multi-dimensional image viewer for python
Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)
Python library for Total Variation minimization in tomography
医学影像数据集列表 『An Index for Medical Imaging Datasets』
"Structure-Aware Sparse-View X-ray 3D Reconstruction" (CVPR 2024)
individual project for isy5004