WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation Mar 31, 2025 Image Segmentation Medical Image Analysis
— Unverified 0Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation Mar 30, 2025 Federated Learning Image Segmentation
— Unverified 0MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Mar 28, 2025 Anatomy Clustering
Code Code Available 0Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study Mar 28, 2025 Domain Generalization Image Segmentation
— Unverified 0MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation Mar 26, 2025 Federated Learning Image Segmentation
— Unverified 0Optimization of MedSAM model based on bounding box adaptive perturbation algorithm Mar 25, 2025 Image Segmentation Medical Image Segmentation
— Unverified 0Show and Segment: Universal Medical Image Segmentation via In-Context Learning Mar 25, 2025 Image Segmentation In-Context Learning
— Unverified 0Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation Mar 25, 2025 Image Segmentation Kolmogorov-Arnold Networks
— Unverified 0PSO-UNet: Particle Swarm-Optimized U-Net Framework for Precise Multimodal Brain Tumor Segmentation Mar 24, 2025 Brain Tumor Segmentation Hyperparameter Optimization
— Unverified 0ZECO: ZeroFusion Guided 3D MRI Conditional Generation Mar 24, 2025 Diagnostic Image Segmentation
Code Code Available 0MM-UNet: Meta Mamba UNet for Medical Image Segmentation Mar 21, 2025 Decoder Image Segmentation
— Unverified 0Downstream Analysis of Foundational Medical Vision Models for Disease Progression Mar 21, 2025 Image Registration Image Segmentation
— Unverified 0An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation Mar 21, 2025 Image Segmentation Lesion Segmentation
— Unverified 0Attentional Triple-Encoder Network in Spatiospectral Domains for Medical Image Segmentation Mar 20, 2025 Image Segmentation Medical Image Segmentation
— Unverified 0Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation Mar 19, 2025 Image Segmentation Kolmogorov-Arnold Networks
— Unverified 0FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation Mar 19, 2025 Computational Efficiency Federated Learning
— Unverified 0DEPT: Deep Extreme Point Tracing for Ultrasound Image Segmentation Mar 19, 2025 Image Segmentation Medical Image Segmentation
— Unverified 0RoMedFormer: A Rotary-Embedding Transformer Foundation Model for 3D Genito-Pelvic Structure Segmentation in MRI and CT Mar 18, 2025 Image Segmentation Medical Image Segmentation
— Unverified 0Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image Segmentation Mar 18, 2025 Decoder Image Segmentation
Code Code Available 0Organ-aware Multi-scale Medical Image Segmentation Using Text Prompt Engineering Mar 18, 2025 Benchmarking Descriptive
— Unverified 0Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning Mar 18, 2025 Decoder Diversity
— Unverified 0Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation Mar 14, 2025 Image Segmentation Lesion Segmentation
Code Code Available 0GIGP: A Global Information Interacting and Geometric Priors Focusing Framework for Semi-supervised Medical Image Segmentation Mar 12, 2025 Image Segmentation Mamba
— Unverified 0QuickDraw: Fast Visualization, Analysis and Active Learning for Medical Image Segmentation Mar 12, 2025 Active Learning Image Segmentation
Code Code Available 0SeqSAM: Autoregressive Multiple Hypothesis Prediction for Medical Image Segmentation using SAM Mar 12, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 0Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation Mar 12, 2025 Contrastive Learning Image Segmentation
— Unverified 03D Medical Imaging Segmentation on Non-Contrast CT Mar 11, 2025 3D Medical Imaging Segmentation Image Segmentation
— Unverified 0QuantU-Net: Efficient Wearable Medical Imaging Using Bitwidth as a Trainable Parameter Mar 10, 2025 Diagnostic Image Segmentation
— Unverified 0Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation Mar 10, 2025 Image Segmentation Knowledge Distillation
— Unverified 0Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models Mar 10, 2025 General Knowledge Image Segmentation
— Unverified 0Continuous Online Adaptation Driven by User Interaction for Medical Image Segmentation Mar 9, 2025 Image Segmentation Interactive Segmentation
— Unverified 0Dynamically evolving segment anything model with continuous learning for medical image segmentation Mar 8, 2025 Diversity Image Segmentation
— Unverified 0Gaussian Random Fields as an Abstract Representation of Patient Metadata for Multimodal Medical Image Segmentation Mar 7, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 0We Care Each Pixel: Calibrating on Medical Segmentation Model Mar 7, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 0Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation Mar 7, 2025 Image Segmentation Medical Image Analysis
— Unverified 0Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation Mar 6, 2025 Active Learning Image Segmentation
— Unverified 0Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation Mar 5, 2025 Decoder Image Segmentation
— Unverified 0Rethinking Few-Shot Medical Image Segmentation by SAM2: A Training-Free Framework with Augmentative Prompting and Dynamic Matching Mar 5, 2025 Data Augmentation Few-Shot Learning
— Unverified 0SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning Mar 3, 2025 Decoder Image Segmentation
Code Code Available 0Primus: Enforcing Attention Usage for 3D Medical Image Segmentation Mar 3, 2025 Image Segmentation Medical Image Segmentation
— Unverified 0Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction Feb 28, 2025 Image Segmentation Medical Image Segmentation
— Unverified 0Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation Feb 28, 2025 Data Augmentation Image Segmentation
Code Code Available 0Test-Time Modality Generalization for Medical Image Segmentation Feb 27, 2025 Domain Generalization Image Segmentation
— Unverified 0M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation Feb 24, 2025 Computed Tomography (CT) Domain Adaptation
Code Code Available 0Image Translation-Based Unsupervised Cross-Modality Domain Adaptation for Medical Image Segmentation Feb 21, 2025 Deep Learning Domain Adaptation
— Unverified 0Vision Foundation Models in Medical Image Analysis: Advances and Challenges Feb 20, 2025 Domain Adaptation Federated Learning
— Unverified 0MGFI-Net: A Multi-Grained Feature Integration Network for Enhanced Medical Image Segmentation Feb 19, 2025 Image Segmentation Medical Image Segmentation
— Unverified 0WRT-SAM: Foundation Model-Driven Segmentation for Generalized Weld Radiographic Testing Feb 17, 2025 Anomaly Detection Image Segmentation
— Unverified 0RemInD: Remembering Anatomical Variations for Interpretable Domain Adaptive Medical Image Segmentation Feb 15, 2025 Computational Efficiency Domain Adaptation
— Unverified 0Improving Lesion Segmentation in Medical Images by Global and Regional Feature Compensation Feb 12, 2025 Image Segmentation Lesion Segmentation
— Unverified 0