S^3-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation Dec 19, 2024 Image Segmentation Lesion Segmentation
Code Code Available 0Pitfalls of topology-aware image segmentation Dec 19, 2024 Benchmarking Image Segmentation
— Unverified 0SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Dec 18, 2024 Federated Learning Image Segmentation
Code Code Available 0Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments Dec 18, 2024 Image Segmentation Medical Image Analysis
— Unverified 0Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation Dec 18, 2024 Image Segmentation Knowledge Distillation
Code Code Available 2Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer Dec 18, 2024 Image Segmentation Medical Image Analysis
Code Code Available 0In-context learning for medical image segmentation Dec 17, 2024 Image Segmentation In-Context Learning
— Unverified 0S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Dec 17, 2024 Diversity Image Segmentation
Code Code Available 0SEG-SAM: Semantic-Guided SAM for Unified Medical Image Segmentation Dec 17, 2024 Decoder Image Segmentation
— Unverified 0DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Dec 17, 2024 Contrastive Learning Image Segmentation
Code Code Available 1HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation Dec 16, 2024 Anatomy Computed Tomography (CT)
— Unverified 0Efficient Quantization-Aware Training on Segment Anything Model in Medical Images and Its Deployment Dec 15, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation Dec 12, 2024 Cross-Domain Few-Shot Domain Generalization
Code Code Available 2Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result Fusion Dec 11, 2024 GPU Image Segmentation
Code Code Available 0Unified HT-CNNs Architecture: Transfer Learning for Segmenting Diverse Brain Tumors in MRI from Gliomas to Pediatric Tumors Dec 11, 2024 Brain Tumor Segmentation Image Segmentation
— Unverified 0ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement Dec 11, 2024 Decoder Image Segmentation
Code Code Available 2Annotation-Efficient Task Guidance for Medical Segment Anything Dec 11, 2024 Computed Tomography (CT) Image Segmentation
Code Code Available 0How to select slices for annotation to train best-performing deep learning segmentation models for cross-sectional medical images? Dec 11, 2024 Active Learning Medical Image Segmentation
— Unverified 0A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder Dec 9, 2024 Decoder Image Segmentation
Code Code Available 0BATseg: Boundary-aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans Dec 9, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Dilated Balanced Cross Entropy Loss for Medical Image Segmentation Dec 8, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day Dec 8, 2024 GPU Image Segmentation
Code Code Available 1From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for Medical Image Segmentation Dec 7, 2024 Contrastive Learning Domain Generalization
— Unverified 0RefSAM3D: Adapting SAM with Cross-modal Reference for 3D Medical Image Segmentation Dec 7, 2024 Decoder Image Segmentation
— Unverified 0Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation Dec 5, 2024 Domain Generalization Image Generation
Code Code Available 0MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities Dec 4, 2024 Image Generation Image Segmentation
Code Code Available 1Is Foreground Prototype Sufficient? Few-Shot Medical Image Segmentation with Background-Fused Prototype Dec 4, 2024 Few-Shot Semantic Segmentation Image Segmentation
— Unverified 0Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging Dec 4, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities Dec 3, 2024 Anatomy Computed Tomography (CT)
— Unverified 0TSUBF-Net: Trans-Spatial UNet-like Network with Bi-direction Fusion for Segmentation of Adenoid Hypertrophy in CT Dec 1, 2024 Computed Tomography (CT) Image Segmentation
— Unverified 0DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps Dec 1, 2024 Diversity Image Segmentation
— Unverified 0FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation Nov 28, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation Nov 26, 2024 Image Segmentation Medical Image Analysis
Code Code Available 2SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting Nov 26, 2024 Few-Shot Learning Image Segmentation
— Unverified 0An Ensemble Approach for Brain Tumor Segmentation and Synthesis Nov 26, 2024 Brain Tumor Classification Brain Tumor Segmentation
— Unverified 0A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging Nov 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation Nov 25, 2024 Data Augmentation Image Segmentation
— Unverified 0SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation Nov 23, 2024 Image Segmentation Interactive Segmentation
— Unverified 0MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training Nov 23, 2024 Computed Tomography (CT) Image Segmentation
Code Code Available 1Boundless Across Domains: A New Paradigm of Adaptive Feature and Cross-Attention for Domain Generalization in Medical Image Segmentation Nov 22, 2024 Domain Generalization Image Segmentation
— Unverified 0SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation Nov 21, 2024 Computed Tomography (CT) Image Segmentation
— Unverified 0Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network Nov 21, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0Enhancing Medical Image Segmentation with Deep Learning and Diffusion Models Nov 21, 2024 Deep Learning Denoising
— Unverified 0GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation Nov 20, 2024 Clustering Image Segmentation
— Unverified 0Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation Nov 20, 2024 Contrastive Learning Image Segmentation
Code Code Available 0Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline Nov 19, 2024 Image Segmentation Interactive Segmentation
Code Code Available 3DiM: f-Divergence Minimization Guided Sharpness-Aware Optimization for Semi-supervised Medical Image Segmentation Nov 19, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical Segmentation Nov 19, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling Nov 18, 2024 Image Segmentation Kolmogorov-Arnold Networks
— Unverified 0TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation Nov 18, 2024 Contrastive Learning Image Segmentation
— Unverified 0