mishgon / vox2vec
This repository is the official implementation of vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-level Representations in Medical Images
☆25Updated 5 months ago
Alternatives and similar repositories for vox2vec:
Users that are interested in vox2vec are comparing it to the libraries listed below
- Awesome Medical Imaging Datasets☆44Updated 5 months ago
- ☆60Updated last year
- uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)☆110Updated this week
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆104Updated 3 weeks ago
- ☆147Updated 7 months ago
- Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured radiology repo…☆67Updated 3 weeks ago
- MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation c…☆77Updated 6 months ago
- X-ray2CTPA: Generating 3D CTPA scans from 2D X-ray conditioning☆19Updated 2 weeks ago
- This is the official Pytorch implementation of "Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative a…☆39Updated last year
- Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration☆36Updated last year
- [MIDL 2025] Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders☆36Updated last week
- ☆22Updated last week
- Repository for the paper "Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annot…☆37Updated 7 months ago
- ☆39Updated 3 months ago
- One-line code to get SoTA pre-trained Medical Image Models ready in PyTorch.☆33Updated this week
- A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration☆40Updated 8 months ago
- [ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis☆27Updated 2 months ago
- ☆26Updated last year
- Baseline methods, training scripts, and pretrained models for LUMIR challenge at Learn2Reg 2024☆26Updated 3 months ago
- Preprocessing scripts: from dicom to aligned nitfy for SynthRAD2023 Grand Challenge☆63Updated 2 years ago
- This is the code for the MICCAI 2021 paper Self-Supervised Vessel Enhancement Using Flow-Based Consistencies.☆26Updated 3 years ago
- ☆90Updated last week
- SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI☆40Updated last year
- Repository for the Universal Lesion Segmentation Challenge '23☆32Updated 3 months ago
- ☆30Updated last month
- SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI☆77Updated 3 months ago
- A comprehensive list of papers on learning-based image registration, as well as python implementation of various loss functions and evalu…☆75Updated last month
- ☆43Updated 10 months ago
- Robust Segmentation and Labeling of Vertebrae, Intervertebral Discs, Spinal Cord, and Spinal Canal in MRI Images Using nnU-Net and Iterat…☆45Updated 3 weeks ago
- A foundation model for universal 3D blood vessel segmentation. Paper accepted @ CVPR25.☆39Updated last week