Yundi-Zhang / ViTaLinks
π₯ Medical Image Analysis 2025: Towards Cardiac MRI Foundation Models: Comprehensive Visual-Tabular Representations for Whole-Heart Assessment and Beyond
β25Updated 2 months ago
Alternatives and similar repositories for ViTa
Users that are interested in ViTa are comparing it to the libraries listed below
Sorting:
- β63Updated last year
- β81Updated 2 years ago
- [ECCV 2024] Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imagingβ32Updated 2 months ago
- NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.β93Updated 2 years ago
- BME-X: A foundation model for enhancing magnetic resonance images and downstream segmentation, registration and diagnostic tasksβ54Updated last week
- MICCAI 2024: Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images and has been invited for an ORAL presentation (β¦β14Updated 6 months ago
- The official implementation of our IPMI 2023 paper "SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation"β68Updated 2 years ago
- [MedIA Best Paper Award] Official implementation of MedIA paper "BayeSeg: Bayesian Modelling for Medical Image Segmentation with Interpreβ¦β90Updated last year
- Official implementation of "Realistic Morphology-preserving Generative Modelling of the Brain"β28Updated last year
- [CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidneyβ198Updated 3 months ago
- MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Visionβ82Updated last year
- Official pytorch implementation of Paper - π PASTA: Pathology-Aware MRI to PET Cross-modal Translation with Diffusion Models - MICCAI 20β¦β32Updated 5 months ago
- [MIDL 2025] Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencodersβ160Updated last week
- High Fidelity Medical Image-to-Image Translation with Spatial-Intensity Transformsβ21Updated 3 years ago
- β142Updated 11 months ago
- [IEEE TMI 2025] 3D MedDiffusion: A 3D Medical Diffusion Model for Controllable and High-quality Medical Image Generationβ89Updated 3 weeks ago
- β25Updated 9 months ago
- Pytorch Implementation of CoLa-Diff: Conditional Latent Diffu-sion Model for Multi-Modal MRI Synthesisβ59Updated 2 years ago
- [ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesisβ87Updated last week
- [CVPR2024] Fully convolutional slice-to-volume reconstruction for single-stack MRIβ40Updated last year
- [TMI 2023] Self-Distilled Hierarchical Network for Unsupervised Deformable Image Registrationβ27Updated last year
- Baseline methods, training scripts, and pretrained models for LUMIR challenge at Learn2Reg 2024β29Updated 5 months ago
- [npj Digital Medicine] A generalizable 3D framework and model for self-supervised learning in medical imagingβ73Updated 3 weeks ago
- uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)β190Updated 2 months ago
- Official PyTorch implementation of "Contrastive Diffusion Model with Auxiliary Guidance for Coarse-to-Fine PET Reconstruction" (MICCAI 20β¦β54Updated last year
- pre-processing scripts for the SynthRAD2025 deep learning challengeβ25Updated 2 months ago
- Code for Equitable modelling of brain imaging by counterfactual augmentation with 3D deep generative modelsβ10Updated 2 years ago
- Official code of "Towards General Text-guided Universal Image Synthesis Framework for Customized Multimodal Brain MRI"β33Updated 3 weeks ago
- Code to implement "Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation"β51Updated last year
- [MICCAI'2024 (Oral, Candidate @ Best Paper Award), MedIA 2025 (Runner up @ MedIA Best Paper Award] Official implementation of the Brain Lβ¦β112Updated last month