🔥 Medical Image Analysis 2025: Towards Cardiac MRI Foundation Models: Comprehensive Visual-Tabular Representations for Whole-Heart Assessment and Beyond
☆36Jan 5, 2026Updated 9 months ago
Alternatives and similar repositories for ViTa
Users that are interested in ViTa are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MICCAI 2024: Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images and has been invited for an ORAL presentation (…☆17May 23, 2025Updated last year
- Repository linked to publication: "Spatio-temporal neural distance fields for conditional generative modeling of the heart" presented at …☆11Mar 27, 2025Updated last year
- A Vision Foundation Model for Cine Cardiac Magnetic Resonance Imaging☆67Jun 17, 2026Updated 3 months ago
- Official repository for "A Generalizable Deep Learning System for Cardiac MRI"☆18Aug 27, 2026Updated last month
- ☆68May 14, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆25Nov 2, 2025Updated 11 months ago
- Code for the Cardiac MRI Reconstruction Challenge 2025 (CMRxRecon2025)☆23Apr 17, 2026Updated 6 months ago
- Unified one-stage motion-compensated MR CINE reconstruction☆13Oct 15, 2024Updated 2 years ago
- ☆15Nov 20, 2025Updated 10 months ago
- ☆59Jun 25, 2026Updated 3 months ago
- EchoCardMAE: Video Masked Auto-Encoders Customized for Echocardiography☆17Jun 9, 2025Updated last year
- Code for the Cardiac MRI Reconstruction Challenge 2024 (CMRxRecon2024)☆36Jan 26, 2026Updated 8 months ago
- MRAugment: physics-aware data augmentation for deep learning based accelerated MRI reconstruction☆13Sep 20, 2024Updated 2 years ago
- Chest X-Ray Explainer (ChEX)☆26Jan 30, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official PyTorch implementation of OTIS: Learning High-Quality Time Series Features With Tiny Encoders (TMLR, 2026)☆21Sep 22, 2026Updated 3 weeks ago
- Official repository for EchoFM: Foundation Model for Generalizable Echocardiogram Analysis☆48Aug 15, 2026Updated 2 months ago
- Official code for "Spatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction"☆29Oct 7, 2024Updated 2 years ago
- Enabling Ultra-Fast Cardiovascular Imaging Across Heterogeneous Clinical Environments with A Generalist Foundation Model and Multimodal D…☆14Jun 20, 2026Updated 3 months ago
- ☆44Apr 20, 2025Updated last year
- ☆17Aug 8, 2024Updated 2 years ago
- Mamba? Catch The Hype Or Rethink What Really Helps for Image Registration @WBIR2024☆17Aug 19, 2026Updated last month
- ☆115Feb 9, 2026Updated 8 months ago
- Example codes and data for motion-robust T2 mapping using MOST-DL☆15Jun 7, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆27Feb 28, 2025Updated last year
- ☆19Aug 19, 2026Updated last month
- [Communications Medicine] "Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learn…☆22Jul 8, 2024Updated 2 years ago
- [CVPR 2025] EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance☆54Apr 18, 2025Updated last year
- Code for CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy☆18Nov 29, 2023Updated 2 years ago
- ☆17Nov 13, 2020Updated 5 years ago
- [MICCAI 2025] CardiacFlow: 3D+t Four-Chamber Cardiac Shape Completion and Generation via Flow Matching☆22Sep 25, 2025Updated last year
- Learned Half-Quadratic Splitting Network for Magnetic Resonance Image Reconstruction☆17Nov 29, 2022Updated 3 years ago
- ☆25Dec 24, 2025Updated 9 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation of "Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic r…☆25Mar 22, 2026Updated 6 months ago
- Active Learning in the era of Foundation Models☆14Apr 16, 2025Updated last year
- ☆52Feb 14, 2025Updated last year
- ☆30Jan 22, 2026Updated 8 months ago
- Code for the analysis of cardiac motion and cardiac pathology classification☆27Nov 14, 2022Updated 3 years ago
- [MIDL'26, Oral] PyTorch implementation for "MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields"☆22Sep 23, 2025Updated last year
- ☆22Dec 17, 2021Updated 4 years ago