| Innovative Integration of 4D Cardiovascular Reconstruction and Hologram: A New Visualization Tool for Coronary Artery Bypass Grafting Planning | Apr 28, 2025 | Cardiac Segmentation | —Unverified | 0 |
| DAM-Seg: Anatomically accurate cardiac segmentation using Dense Associative Networks | Feb 21, 2025 | Cardiac SegmentationSegmentation | —Unverified | 0 |
| GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation | Jan 6, 2025 | Cardiac SegmentationImage Segmentation | CodeCode Available | 0 |
| Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation | Jan 6, 2025 | Cardiac SegmentationFederated Learning | —Unverified | 0 |
| SFB-net for cardiac segmentation: Bridging the semantic gap with attention | Oct 24, 2024 | Cardiac SegmentationDecoder | —Unverified | 0 |
| RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation | Sep 9, 2024 | Cardiac SegmentationSegmentation | CodeCode Available | 0 |
| How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation | Jul 26, 2024 | Cardiac SegmentationImage Segmentation | —Unverified | 0 |
| ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation | Jun 19, 2024 | Cardiac SegmentationSegmentation | —Unverified | 0 |
| CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation | Jun 9, 2024 | Cardiac SegmentationDecoder | CodeCode Available | 1 |
| Direct Cardiac Segmentation from Undersampled K-space Using Transformers | May 31, 2024 | Cardiac SegmentationSegmentation | CodeCode Available | 0 |
| LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation | Apr 11, 2024 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI | Feb 24, 2024 | Cardiac SegmentationImage Reconstruction | CodeCode Available | 0 |
| Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation | Feb 16, 2024 | Cardiac SegmentationDecoder | CodeCode Available | 4 |
| TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction | Feb 14, 2024 | Cardiac SegmentationGenerative Adversarial Network | —Unverified | 0 |
| Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation | Feb 11, 2024 | Cardiac SegmentationContrastive Learning | CodeCode Available | 4 |
| Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation | Feb 7, 2024 | Cardiac SegmentationComputational Efficiency | CodeCode Available | 4 |
| Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation | Jan 18, 2024 | Cardiac SegmentationImage Segmentation | —Unverified | 0 |
| CaRe-CNN: Cascading Refinement CNN for Myocardial Infarct Segmentation with Microvascular Obstructions | Dec 18, 2023 | Cardiac Segmentation | —Unverified | 0 |
| SDF4CHD: Generative Modeling of Cardiac Anatomies with Congenital Heart Defects | Nov 1, 2023 | Cardiac SegmentationImage Segmentation | —Unverified | 0 |
| Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation | Oct 23, 2023 | Cardiac SegmentationData Augmentation | —Unverified | 0 |
| Towards Robust Cardiac Segmentation using Graph Convolutional Networks | Oct 2, 2023 | AnatomyCardiac Segmentation | CodeCode Available | 1 |
| NISF: Neural Implicit Segmentation Functions | Sep 15, 2023 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization | Jul 28, 2023 | Cardiac SegmentationLung Nodule Segmentation | CodeCode Available | 0 |
| Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation | May 11, 2023 | Cardiac SegmentationDomain Adaptation | —Unverified | 0 |
| Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation | May 9, 2023 | Cardiac SegmentationDenoising | CodeCode Available | 1 |