Synergy-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 0Revisiting 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 0Double 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 0Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation Oct 17, 2024 Domain Adaptation Image Segmentation
— Unverified 0SemSim: 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 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 0A 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 0AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation Oct 6, 2024 Domain Adaptation Image Segmentation
Code Code Available 0Optimizing 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 0MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation Oct 3, 2024 Diagnostic Image Segmentation
— Unverified 0CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration Oct 3, 2024 image-classification Image Classification
Code Code Available 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
— Unverified 0Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model Oct 2, 2024 Instance Segmentation Medical Image Segmentation
Code Code Available 0Segment as You Wish -- Free-Form Language-Based Segmentation for Medical Images Oct 2, 2024 Anatomy Form
Code Code Available 0Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation Oct 1, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image Segmentation Oct 1, 2024 Cross-Domain Few-Shot Few-Shot Semantic Segmentation
Code Code Available 0KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation Sep 30, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation Sep 30, 2024 Classification Decision Making
Code Code Available 0Medical Image Segmentation with SAM-generated Annotations Sep 30, 2024 Computed Tomography (CT) Image Segmentation
— Unverified 0Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images Sep 28, 2024 Deep Learning Image Segmentation
— Unverified 0Global-Local Medical SAM Adaptor Based on Full Adaption Sep 26, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Shape-intensity knowledge distillation for robust medical image segmentation Sep 26, 2024 Image Segmentation Knowledge Distillation
Code Code Available 0DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning Sep 26, 2024 Domain Adaptation GPU
— Unverified 0XAI-ResUNet: Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAM Sep 25, 2024 Explainable Artificial Intelligence (XAI) Lesion Detection
Code Code Available 0TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Sep 23, 2024 Decoder Image Segmentation
Code Code Available 0Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism Sep 20, 2024 Image Segmentation Medical Image Analysis
— Unverified 0GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation Sep 20, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation Sep 19, 2024 Decoder Image Segmentation
— Unverified 0World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography Sep 18, 2024 Graph Neural Network Image Segmentation
— Unverified 0