eigenvivek / DiffDRR
Auto-differentiable digitally reconstructed radiographs in PyTorch
☆162Updated this week
Alternatives and similar repositories for DiffDRR:
Users that are interested in DiffDRR are comparing it to the libraries listed below
- [CVPR 2024] Intraoperative 2D/3D registration via differentiable X-ray rendering☆125Updated 10 months ago
- Code and data for the "annotation" component of the IPCAI 2020 paper: "Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and …☆82Updated last year
- Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606☆215Updated this week
- Library and executables for modeling and registration applications in medical image analysis. Particular emphasis on intraoperative fluor…☆99Updated last year
- Generalizing Spatial Transformers to Projective Geometry with Applications to 2D/3D Registration☆120Updated last year
- A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography☆161Updated 5 months ago
- ☆153Updated 2 years ago
- GPU accelerated python library for generation of Digitally Reconstructed Radiographs (March 2018)☆59Updated 5 years ago
- 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
- Resources of the paper “Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models”.☆139Updated 3 years ago
- The official repository for uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)☆94Updated last week
- ☆91Updated this week
- 2D/3D registration between CT/MRI or STL models and X-ray images (November 2018)☆152Updated 6 years ago
- Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]☆60Updated last year
- MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemi…☆222Updated 2 weeks ago
- Patient-specific reconstruction of volumetric computed tomography images from few-view projections via deep learning☆109Updated 4 years ago
- A deep-learning approach for direct whole-heart mesh reconstruction☆84Updated 2 years ago
- MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision☆72Updated 10 months ago
- Implementation of the DeepVesselNet deep learning network☆143Updated last year
- "Neural Attenuation Fields for Sparse-View CBCT Reconstruction" (MICCAI 2022 Oral)☆134Updated 3 months ago
- Source code for DCL-Net, a deep learning model for sensorless freehand 3D ultrasound volume reconstruction.☆103Updated 4 years ago
- ☆53Updated last month
- A library for performing image registration using deep learning, regularized by inverse consistency☆42Updated last month
- SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI☆68Updated last month
- Code for ICASSP 2024 paper"Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Medical Image Regist…☆20Updated 3 months ago
- Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration☆33Updated last year
- selected code for 3D-2D image registration using deep learning☆13Updated 4 months ago
- A network, trained with just registered volumes, to predict the 3D location of 2D freehand ultrasound fetal brain images and video☆39Updated 3 years ago
- 3D Slicer nnUNet integration to streamline usage for nnUNet based AI extensions.☆22Updated 2 weeks ago
- GPU and CPU DRR Generation with automatic local optimization☆18Updated 4 years ago