eigenvivek / DiffDRRLinks
Auto-differentiable digitally reconstructed radiographs in PyTorch
☆246Updated 2 months 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☆170Updated 8 months ago
- Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606☆259Updated last week
- ☆183Updated 3 years ago
- Code and data for the "annotation" component of the IPCAI 2020 paper: "Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and …☆88Updated 2 years ago
- Training patient-specific 2D/3D registration models in 5 minutes☆43Updated last week
- Library and executables for modeling and registration applications in medical image analysis. Particular emphasis on intraoperative fluor…☆108Updated 2 years ago
- A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography☆188Updated 7 months ago
- uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)☆205Updated this week
- Generalizing Spatial Transformers to Projective Geometry with Applications to 2D/3D Registration☆133Updated 2 years ago
- This is a segmentation pipeline to automatically, and robustly, segment the whole spine in T2w sagittal images.☆53Updated last month
- Resources of the paper “Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models”.☆167Updated 3 years ago
- 2D/3D registration between CT/MRI or STL models and X-ray images (November 2018)☆168Updated 7 years ago
- Robust Segmentation and Labeling of Vertebrae, Intervertebral Discs, Spinal Cord, and Spinal Canal in MRI Images Using nnU-Net and Iterat…☆82Updated last month
- ☆32Updated 11 months ago
- A 3D Slicer extension for efficient segmentation with nnInteractive.☆122Updated 3 weeks ago
- Patient-specific reconstruction of volumetric computed tomography images from few-view projections via deep learning☆116Updated 5 years ago
- Training code for the MICCAI 2023 paper "DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration"☆36Updated 2 years ago
- Official repository for LiftReg: Limited Angle 2D/3D Deformable Registration.☆20Updated 3 months ago
- [ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis☆90Updated 3 weeks ago
- "Neural Attenuation Fields for Sparse-View CBCT Reconstruction" (MICCAI 2022 Oral)☆171Updated last year
- SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI☆116Updated last year
- NeurIPS 2023 - Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration☆41Updated last year
- Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays (ICASSP 2023, Best Student Paper Awards)☆83Updated 8 months ago
- Fully automatic total body segmentation in 3D Slicer using "TotalSegmentator" AI model☆239Updated 3 months ago
- A library for performing image registration using deep learning, regularized by inverse consistency☆57Updated 2 months ago
- Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]☆69Updated 2 years ago
- A foundation model for universal 3D blood vessel segmentation. Paper accepted @ CVPR25.☆138Updated last month
- ☆171Updated last year
- Source code for DCL-Net, a deep learning model for sensorless freehand 3D ultrasound volume reconstruction.☆116Updated 5 years ago
- MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemi…☆302Updated last month