GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels Sep 16, 2023 Attribute Contrastive Learning
— Unverified 0MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation Sep 16, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement Sep 14, 2023 Decision Making Image Segmentation
— Unverified 0Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto Prompting Sep 13, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 2Medical Image Segmentation with Belief Function Theory and Deep Learning Sep 12, 2023 Deep Learning Image Segmentation
— Unverified 0Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation Sep 12, 2023 Image Segmentation Medical Image Segmentation
— Unverified 0Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation Sep 12, 2023 Anatomy Anomaly Detection
— Unverified 0Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation Sep 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel Segmentation Sep 10, 2023 Computational Efficiency Image Segmentation
Code Code Available 0ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation Sep 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer Sep 9, 2023 Diversity Few-Shot Learning
Code Code Available 1SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image Segmentation Sep 9, 2023 Decoder Image Segmentation
Code Code Available 0AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation Sep 8, 2023 Image Segmentation Medical Image Segmentation
— Unverified 0MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data Sep 7, 2023 Decoder Denoising
— Unverified 0M3D-NCA: Robust 3D Segmentation with Built-in Quality Control Sep 6, 2023 Hippocampus Image Segmentation
Code Code Available 1MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization Sep 6, 2023 Image Augmentation Image Segmentation
Code Code Available 0MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation Sep 6, 2023 Decoder Edge Detection
Code Code Available 1AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation Sep 2, 2023 Anatomy Data Augmentation
Code Code Available 0Unsupervised bias discovery in medical image segmentation Sep 1, 2023 Fairness Image Segmentation
Code Code Available 0Self-supervised Semantic Segmentation: Consistency over Transformation Aug 31, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation Aug 31, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 2Shape of my heart: Cardiac models through learned signed distance functions Aug 31, 2023 Image Segmentation Medical Image Segmentation
— Unverified 0Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning Aug 31, 2023 Decoder Few-Shot Learning
Code Code Available 1Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation Aug 31, 2023 Data Augmentation Decoder
Code Code Available 0SAM-Med2D Aug 30, 2023 Decoder Image Segmentation
Code Code Available 3A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models Aug 30, 2023 Denoising Image Segmentation
Code Code Available 1AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation Aug 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 0Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation Aug 28, 2023 Domain Adaptation Image Segmentation
— Unverified 0Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars Aug 27, 2023 Brain Tumor Segmentation Image Segmentation
— Unverified 0PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation Aug 26, 2023 Image Segmentation Medical Image Segmentation
— Unverified 0SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation Aug 26, 2023 Image Segmentation Lesion Segmentation
Code Code Available 1ACC-UNet: A Completely Convolutional UNet model for the 2020s Aug 25, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers Aug 25, 2023 Decoder Image Segmentation
Code Code Available 1Tumor-Centered Patching for Enhanced Medical Image Segmentation Aug 23, 2023 Computational Efficiency Image Segmentation
— Unverified 0Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation Aug 23, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset Aug 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders Aug 21, 2023 Image Segmentation Medical Image Segmentation
— Unverified 0False Negative/Positive Control for SAM on Noisy Medical Images Aug 20, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation Aug 17, 2023 Data Augmentation Diversity
Code Code Available 0Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks Aug 16, 2023 Image Segmentation Medical Image Segmentation
— Unverified 0DSFNet: Dual-GCN and Location-fused Self-attention with Weighted Fast Normalized Fusion for Polyps Segmentation Aug 15, 2023 Brain Tumor Segmentation Decoder
Code Code Available 0Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic Segmentation Aug 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 0Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models Aug 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation Aug 15, 2023 Decoder Image Segmentation
Code Code Available 1Real-time Automatic M-mode Echocardiography Measurement with Panel Attention from Local-to-Global Pixels Aug 15, 2023 Instance Segmentation Medical Image Segmentation
Code Code Available 1Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Aug 14, 2023 Image Segmentation Lesion Segmentation
Code Code Available 0How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation Aug 14, 2023 Image Segmentation Medical Image Segmentation
— Unverified 0CEmb-SAM: Segment Anything Model with Condition Embedding for Joint Learning from Heterogeneous Datasets Aug 14, 2023 Diagnostic Image Segmentation
— Unverified 0Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? Aug 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1CATS v2: Hybrid encoders for robust medical segmentation Aug 11, 2023 Domain Adaptation Image Segmentation
Code Code Available 0