SP ^3 : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation Nov 18, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks Nov 17, 2024 Image Segmentation Incremental Learning
— Unverified 0FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention Nov 16, 2024 Decoder Image Segmentation
— Unverified 0ScribbleVS: Scribble-Supervised Medical Image Segmentation via Dynamic Competitive Pseudo Label Selection Nov 15, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation Nov 15, 2024 Domain Generalization Image Segmentation
— Unverified 0Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images Nov 14, 2024 Anatomy Few-Shot Learning
— Unverified 0OOD-SEG: Out-Of-Distribution detection for image SEGmentation with sparse multi-class positive-only annotations Nov 14, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Zero-shot capability of SAM-family models for bone segmentation in CT scans Nov 13, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Generalizable Single-Source Cross-modality Medical Image Segmentation via Invariant Causal Mechanisms Nov 7, 2024 Domain Generalization Image Segmentation
Code Code Available 0Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation Nov 7, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Foundation AI Model for Medical Image Segmentation Nov 5, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering Nov 4, 2024 Clustering Graph Attention
Code Code Available 0MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation Oct 31, 2024 Image Segmentation Mamba
Code Code Available 1Revisiting MAE pre-training for 3D medical image segmentation Oct 30, 2024 Image Segmentation Medical Image Analysis
— Unverified 0MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation Oct 29, 2024 Decision Making Diagnostic
— Unverified 0KA^2ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation Oct 28, 2024 Image Segmentation Medical Image Analysis
— Unverified 0Progressive Curriculum Learning with Scale-Enhanced U-Net for Continuous Airway Segmentation Oct 24, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Enhancing pretraining efficiency for medical image segmentation via transferability metrics Oct 24, 2024 Contrastive Learning Image Segmentation
Code Code Available 0PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation Oct 23, 2024 Denoising Image Segmentation
— Unverified 0Gaze-Assisted Medical Image Segmentation Oct 23, 2024 Diagnostic Image Segmentation
Code Code Available 1Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation Oct 23, 2024 Contrastive Learning Image Segmentation
— Unverified 0LIMIS: Towards Language-based Interactive Medical Image Segmentation Oct 22, 2024 Image Segmentation Interactive Segmentation
— Unverified 0Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations Oct 21, 2024 Image Segmentation Lesion Segmentation
— Unverified 0Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation Oct 21, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation Oct 20, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Taming Mambas for Voxel Level 3D Medical Image Segmentation Oct 20, 2024 Image Segmentation Mamba
— Unverified 0Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing Oct 20, 2024 Image Segmentation Instance Segmentation
Code Code Available 0Multi-Layer Feature Fusion with Cross-Channel Attention-Based U-Net for Kidney Tumor Segmentation Oct 20, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices Oct 19, 2024 Decoder Image Segmentation
Code Code Available 1Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation Oct 18, 2024 Data Augmentation Image Segmentation
Code Code Available 1SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation Oct 17, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation Oct 17, 2024 Domain Adaptation Image Segmentation
— Unverified 0Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation Oct 16, 2024 Diagnostic Image Segmentation
— Unverified 0Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation Oct 15, 2024 Diversity Image Segmentation
Code Code Available 0Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation Oct 14, 2024 Contrastive Learning Image Segmentation
— Unverified 0Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation Oct 14, 2024 Boundary Detection Image Segmentation
Code Code Available 0STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation Oct 13, 2024 Medical Image Analysis Medical Image Segmentation
Code Code Available 1A New Perspective to Boost Performance Fairness for Medical Federated Learning Oct 12, 2024 Fairness Federated Learning
Code Code Available 0Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical Images Oct 11, 2024 Domain Adaptation Image Segmentation
Code Code Available 0Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation Oct 11, 2024 General Knowledge Image Segmentation
— Unverified 0Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data Oct 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters Oct 8, 2024 Graph Neural Network Image Segmentation
Code Code Available 1MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model Oct 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation Oct 6, 2024 Domain Adaptation Image Segmentation
Code Code Available 0DB-SAM: Delving into High Quality Universal Medical Image Segmentation Oct 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Optimizing Medical Image Segmentation with Advanced Decoder Design Oct 5, 2024 Brain Tumor Segmentation Decoder
Code Code Available 0DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images Oct 4, 2024 Electron Microscopy Image Segmentation Image Registration
Code Code Available 0Med-TTT: Vision Test-Time Training model for Medical Image Segmentation Oct 3, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation Oct 3, 2024 Diagnostic Image Segmentation
— Unverified 0DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images Oct 3, 2024 Image Segmentation Medical Image Segmentation
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