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Heart Segmentation

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TitleStatusHype
nnSAM: Plug-and-play Segment Anything Model Improves nnUNet PerformanceCode2
Multimodal Information Interaction for Medical Image SegmentationCode2
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision TransformersCode1
FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image SegmentationCode1
MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimationCode1
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge—0
Foundation Model for Whole-Heart Segmentation: Leveraging Student-Teacher Learning in Multi-Modal Medical Imaging—0
Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI—0
Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation—0
A Fine-Grain Error Map Prediction and Segmentation Quality Assessment Framework for Whole-Heart Segmentation—0
Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions—0
Chest X-ray lung and heart segmentation based on minimal training sets—0
Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT—0
Preserving Cardiac Integrity: A Topology-Infused Approach to Whole Heart Segmentation—0
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers—0
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment—0
Segmenting Medical Images: From UNet to Res-UNet and nnUNet—0
Transforming Heart Chamber Imaging: Self-Supervised Learning for Whole Heart Reconstruction and Segmentation—0
Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals—0
Leveraging point annotations in segmentation learning with boundary loss—0
Multi-class probabilistic atlas-based whole heart segmentation method in cardiac CT and MRI—0
Multi-Depth Fusion Network for Whole-Heart CT Image Segmentation—0
Multi-Planar Deep Segmentation Networks for Cardiac Substructures from MRI and CT—0
Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation—0
Heart Segmentation From MRI Scans Using Convolutional Neural NetworkCode0
Efficient Model Monitoring for Quality Control in Cardiac Image SegmentationCode0
CFUN: Combining Faster R-CNN and U-net Network for Efficient Whole Heart SegmentationCode0
Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural NetworksCode0
Globally Tuned Cascade Pose Regression via Back Propagation with Application in 2D Face Pose Estimation and Heart Segmentation in 3D CT ImagesCode0
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent DataCode0
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