Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation Sep 5, 2024 Data Augmentation Image Segmentation
Code Code Available 1TG-LMM: Enhancing Medical Image Segmentation Accuracy through Text-Guided Large Multi-Modal Model Sep 5, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation Sep 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0Coupling AI and Citizen Science in Creation of Enhanced Training Dataset for Medical Image Segmentation Sep 4, 2024 Diagnostic Image Segmentation
— Unverified 0MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation Sep 4, 2024 Image Segmentation Lesion Segmentation
Code Code Available 2TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation Sep 3, 2024 Computational Efficiency Image Segmentation
— Unverified 0A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis Sep 2, 2024 Alzheimer's Disease Detection BraTS2021
— Unverified 0MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM Sep 2, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Curriculum Prompting Foundation Models for Medical Image Segmentation Sep 1, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation Aug 31, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging Aug 30, 2024 Diagnostic Image Segmentation
— Unverified 0Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes Aug 30, 2024 Deep Learning Image Segmentation
Code Code Available 2A high-order focus interaction model and oral ulcer dataset for oral ulcer segmentation Aug 29, 2024 Image Segmentation Lesion Segmentation
Code Code Available 1LV-UNet: A Lightweight and Vanilla Model for Medical Image Segmentation Aug 29, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Generalization Capabilities of Neural Cellular Automata for Medical Image Segmentation: A Robust and Lightweight Approach Aug 28, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation Aug 27, 2024 Camouflaged Object Segmentation Camouflaged Object Segmentation with a Single Task-generic Prompt
Code Code Available 2Few-Shot 3D Volumetric Segmentation with Multi-Surrogate Fusion Aug 26, 2024 Anatomy Image Segmentation
— Unverified 0LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Aug 26, 2024 Image Segmentation Mamba
Code Code Available 1ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation Aug 26, 2024 Image Segmentation Mamba
— Unverified 0PAM: A Propagation-Based Model for Segmenting Any 3D Objects across Multi-Modal Medical Images Aug 25, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation Aug 25, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation Aug 25, 2024 Image Segmentation Mamba
Code Code Available 2Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation Aug 24, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels Aug 23, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Enhancing Cross-Modal Medical Image Segmentation through Compositionality Aug 21, 2024 Disentanglement Image Segmentation
Code Code Available 0FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation Aug 21, 2024 Disentanglement Federated Learning
Code Code Available 0HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation Aug 21, 2024 Image Segmentation Mamba
Code Code Available 2A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation Aug 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 3SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical Images Aug 19, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment Aug 18, 2024 Brain Tumor Segmentation Domain Adaptation
— Unverified 0Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models Aug 16, 2024 Decision Making Image Segmentation
— Unverified 0SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation Aug 16, 2024 Image Segmentation Marine Animal Segmentation
Code Code Available 3MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation Aug 15, 2024 Image Segmentation Mamba
Code Code Available 1Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation Aug 14, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation Aug 14, 2024 Computational Efficiency Decoder
Code Code Available 1Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration Aug 14, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation Aug 12, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images Aug 12, 2024 Few-Shot Learning Image Segmentation
— Unverified 0Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models Aug 12, 2024 Diagnostic Domain Adaptation
— Unverified 0GuidedNet: Semi-Supervised Multi-Organ Segmentation via Labeled Data Guide Unlabeled Data Aug 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2 Aug 8, 2024 Image Segmentation Medical Image Analysis
— Unverified 0SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More Aug 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5Is SAM 2 Better than SAM in Medical Image Segmentation? Aug 8, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation Aug 8, 2024 Diversity Fairness
— Unverified 0Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Aug 7, 2024 Data Augmentation Image Reconstruction
Code Code Available 0Path-SAM2: Transfer SAM2 for digital pathology semantic segmentation Aug 7, 2024 Decoder Image Segmentation
Code Code Available 1Biomedical SAM 2: Segment Anything in Biomedical Images and Videos Aug 6, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image Segmentation Aug 5, 2024 Dimensionality Reduction Image Segmentation
Code Code Available 0Interactive 3D Medical Image Segmentation with SAM 2 Aug 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Segmentation Style Discovery: Application to Skin Lesion Images Aug 5, 2024 Image Segmentation Lesion Segmentation
Code Code Available 0