PyTorch library for solving imaging inverse problems using deep learning
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Updated
Jun 28, 2024 - Python
PyTorch library for solving imaging inverse problems using deep learning
Multi-platform, free open source software for visualization and image computing.
Computed Tomography to Finite Elements
MICCAI 2024: Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction
A Label-Efficient Framework for Automated Sinonasal CT Segmentation in Image-Guided Surgery
Data reconstruction and analysis tools for tomography data acquired at the P05 Imaging Beamline (IBL) and the P07 High-Energy Material Science (HEMS) beamline at PETRA III at DESY, both operated by Helmholtz-Zentrum Hereon.
Open-source multi-dimensional tomographic reconstruction software (OMEGA)
ITK filters to reduce ring artifacts common in x-ray computed tomography.
MBIRJAX is a Python package for Model Based Iterative Reconstruction (MBIR) of images from tomographic data.
comprehensive library of 3D transmission Computed Tomography (CT) algorithms with Python API and fully integrated with PyTorch
Predicting Mortality after Transcatheter Aortic Valve Replacement using Preprocedural CT [Scientific Reports 2024]
Result of my Master's Thesis. The Simulator implements physical models, device components and reconstruction algorithms.
C/C++ library and Python bindings for x-ray cross sections, x-ray source spectra modeling, multi-material beam hardening correction, and dual energy decomposition algorithms
Automated CT registration, segmentation, and quantification (AutoCT)
Computed tomography to body composition (Comp2Comp).
List of datasets and papers in X-ray security images (Computer vision/Machine Learning)
Monte Carlo simulation of (4D) cone beam computed tomography
Interactive Web UI for X-ray CT with Real-time Results
A simple yet sufficiently fast (attenuated) Radon and backproject implementation using KernelAbstractions.jl. Runs on CPU, CUDA, ...
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