eigenvivek / DiffDRR
Auto-differentiable digitally reconstructed radiographs in PyTorch
☆191Updated 3 weeks ago
Alternatives and similar repositories for DiffDRR
Users that are interested in DiffDRR are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Intraoperative 2D/3D registration via differentiable X-ray rendering☆138Updated 3 weeks ago
- Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606☆231Updated last week
- Code and data for the "annotation" component of the IPCAI 2020 paper: "Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and …☆83Updated 2 years ago
- ☆166Updated 2 years ago
- Library and executables for modeling and registration applications in medical image analysis. Particular emphasis on intraoperative fluor…☆102Updated 2 years ago
- A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography☆168Updated last month
- uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)☆123Updated last month
- Resources of the paper “Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models”.☆148Updated 3 years ago
- "Neural Attenuation Fields for Sparse-View CBCT Reconstruction" (MICCAI 2022 Oral)☆148Updated 6 months ago
- Patient-specific reconstruction of volumetric computed tomography images from few-view projections via deep learning☆113Updated 4 years ago
- 2D/3D registration between CT/MRI or STL models and X-ray images (November 2018)☆163Updated 6 years ago
- Generalizing Spatial Transformers to Projective Geometry with Applications to 2D/3D Registration☆125Updated last year
- MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemi…☆239Updated this week
- This is a segmentation pipeline to automatically, and robustly, segment the whole spine in T2w sagittal images.☆45Updated last month
- Fully automatic total body segmentation in 3D Slicer using "TotalSegmentator" AI model☆217Updated last month
- [ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis☆67Updated 3 weeks ago
- Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]☆63Updated 2 years ago
- nnInteractive is a framework for 3D interactive segmentation, supporting intuitive prompts like points, scribbles, bounding boxes, and la…☆142Updated 3 weeks ago
- ☆103Updated this week
- Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays (ICASSP 2023, Best Student Paper Awards)☆69Updated last month
- A deep-learning approach for direct whole-heart mesh reconstruction☆86Updated 2 years ago
- SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI☆83Updated 4 months ago
- MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision☆78Updated last year
- Code for the registration component of the IPCAI 2020 paper: "Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and Efficient…☆47Updated 2 years ago
- NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.☆83Updated last year
- Implementation of the DeepVesselNet deep learning network☆147Updated last year
- GPU accelerated python library for generation of Digitally Reconstructed Radiographs (March 2018)☆61Updated 6 years ago
- ☆22Updated 2 months ago
- Everything about the 'Large Scale Vertebrae Segmentation Challenge' @ MICCAI 2019-2020☆226Updated 3 years ago
- 3D Slicer nnUNet integration to streamline usage for nnUNet based AI extensions.☆34Updated 4 months ago