🔥 Medical Image Analysis 2025: Towards Cardiac MRI Foundation Models: Comprehensive Visual-Tabular Representations for Whole-Heart Assessment and Beyond
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Jan 5, 2026 - Python
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cardiac-mri
Here are 12 public repositories matching this topic...
Cardiac MR image processing.
dicom cad medical-imaging ami image-segmentation computer-aided-diagnosis cardiac-mri acute-myocardial-infarct
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Sep 14, 2022 - Objective-C
A robust self-supervised deep learning framework for quantifying MR myocardial perfusion
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Feb 23, 2025 - Python
AI-powered cardiac MRI classification with explainable AI & IBM Cloud integration for clinical decision support.
flask machine-learning ai deep-learning ibm-watson-services tensorflow keras healthcare medical-imaging ibm ibm-watson ibm-cloud explainable-ai xai cardiac-mri clinical-dashboard
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Feb 23, 2026 - Python
Code for reproducing results for the paper: "Scan-Adaptive Dynamic MRI Undersampling Using a Dictionary of Efficiently Learned Patterns"
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Mar 12, 2026
Deep learning-based multi-class segmentation of cardiac chambers in MRI (ACDC dataset)
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Dec 19, 2025 - Python
Deep ensemble U-Net framework for cardiac MRI segmentation using meta-learning, designed for research-grade and clinical-oriented evaluation.
computer-vision deep-learning tensorflow medical-imaging ensemble-learning image-segmentation meta-learning u-net healthcare-ai cardiac-mri
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Dec 19, 2025 - Python
Web-based cardiac MRI segmentation demo using FastAPI backend and React (Vite) frontend, based on ACDC dataset. Forked for personal contributions and portfolio.
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Jan 28, 2026 - Python
Optical Flow-Guided Cine MRI Segmentation with Learned Corrections
pytorch optical-flow 3d medical-image-segmentation 3d-unet cardiac-motion single-ventricle cardiac-mri cine-mri
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Mar 14, 2026 - Cuda
Official implementation of Physics-Informed Neural ODEs for Temporal Dynamics Modeling in Cardiac T1 Mapping (MICCAI 2025).
inverse-problems medical-imaging-with-deep-learning t1-mapping neural-odes physics-informed-neural-networks quantitative-mri cardiac-mri miccai2025
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Jan 30, 2026 - Python
Deep learning-based multi-class segmentation of cardiac chambers in MRI (ACDC dataset)
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Dec 19, 2025 - Python
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