Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition Apr 15, 2024 Computational Efficiency GPU
Code Code Available 0Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Apr 13, 2024 Domain Adaptation Image Segmentation
Code Code Available 2Multi-rater Prompting for Ambiguous Medical Image Segmentation Apr 11, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation Apr 11, 2024 Cardiac Segmentation Image Segmentation
Code Code Available 1An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation Apr 10, 2024 Image Segmentation Medical Image Analysis
— Unverified 0Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation Apr 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation Apr 9, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Uncertainty-aware Evidential Fusion-based Learning for Semi-supervised Medical Image Segmentation Apr 9, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation Apr 7, 2024 Computational Efficiency Image Segmentation
Code Code Available 2FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Apr 7, 2024 Data Augmentation Domain Adaptation
Code Code Available 1Towards Efficient and Accurate CT Segmentation via Edge-Preserving Probabilistic Downsampling Apr 5, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Apr 4, 2024 Data Augmentation Decoder
Code Code Available 1Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation Apr 3, 2024 Brain Segmentation Image Segmentation
— Unverified 0Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation Apr 3, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Adaptive Affinity-Based Generalization For MRI Imaging Segmentation Across Resource-Limited Settings Apr 3, 2024 Data Integration Knowledge Distillation
— Unverified 0RSAFormer: A method of polyp segmentation with region self-attention transformer Apr 1, 2024 Decoder Medical Image Segmentation
Code Code Available 1Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation Apr 1, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Language Guided Domain Generalized Medical Image Segmentation Apr 1, 2024 Contrastive Learning Domain Adaptation
Code Code Available 1AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Mar 29, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation Mar 29, 2024 Image Segmentation Medical Image Analysis
Code Code Available 2UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation Mar 29, 2024 Image Segmentation Lesion Segmentation
Code Code Available 3Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets Mar 28, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior Mar 27, 2024 Anatomy Decoder
— Unverified 0Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding Mar 27, 2024 Decoder Image Segmentation
Code Code Available 2Generative Medical Segmentation Mar 27, 2024 Decoder Domain Generalization
Code Code Available 2Segment Any Medical Model Extended Mar 26, 2024 Data Augmentation Image Segmentation
Code Code Available 3CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation Mar 26, 2024 Denoising Diversity
— Unverified 0Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion Mar 26, 2024 Decision Making Image Segmentation
— Unverified 0Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation Mar 26, 2024 Image Segmentation Mamba
— Unverified 0Deep models for stroke segmentation: do complex architectures always perform better? Mar 25, 2024 Deep Learning Image Segmentation
— Unverified 03D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image Segmentation Mar 25, 2024 Decoder Hippocampus
Code Code Available 0Clustering Propagation for Universal Medical Image Segmentation Mar 25, 2024 Clustering Image Segmentation
Code Code Available 1ChebMixer: Efficient Graph Representation Learning with MLP Mixer Mar 25, 2024 Graph Mining Graph Representation Learning
— Unverified 0EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation Mar 25, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging Mar 25, 2024 Few-Shot Learning Image Segmentation
— Unverified 0SMTF: Sparse transformer with multiscale contextual fusion for medical image segmentation Mar 24, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images Mar 24, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0MatchSeg: Towards Better Segmentation via Reference Image Matching Mar 23, 2024 Domain Generalization Few-Shot Learning
Code Code Available 1Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans Mar 22, 2024 GPU Image Segmentation
Code Code Available 1Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image Annotations Mar 22, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour- and Texture-Aware Perturbations Mar 21, 2024 image-classification Image Classification
— Unverified 0MaskSAM: Towards Auto-prompt SAM with Mask Classification for Medical Image Segmentation Mar 21, 2024 Decoder Image Segmentation
— Unverified 0H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation Mar 20, 2024 Image Segmentation Lesion Segmentation
Code Code Available 2Diversified and Personalized Multi-rater Medical Image Segmentation Mar 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2ProMamba: Prompt-Mamba for polyp segmentation Mar 20, 2024 Image Segmentation Mamba
— Unverified 0QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge Mar 19, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency Mar 19, 2024 Data Augmentation Federated Learning
— Unverified 0MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation Mar 18, 2024 Data Augmentation Domain Generalization
Code Code Available 0Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation Mar 17, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Uncertainty-Aware Adapter: Adapting Segment Anything Model (SAM) for Ambiguous Medical Image Segmentation Mar 16, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0