CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration Oct 3, 2024 image-classification Image Classification
Code Code Available 0Segment as You Wish -- Free-Form Language-Based Segmentation for Medical Images Oct 2, 2024 Anatomy Form
Code Code Available 0Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model Oct 2, 2024 Instance Segmentation Medical Image Segmentation
Code Code Available 0PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation Oct 2, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting Oct 1, 2024 Diagnostic Image Segmentation
Code Code Available 1RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image Segmentation Oct 1, 2024 Cross-Domain Few-Shot Few-Shot Semantic Segmentation
Code Code Available 0Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation Oct 1, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation Sep 30, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation Sep 30, 2024 Classification Decision Making
Code Code Available 0Medical Image Segmentation with SAM-generated Annotations Sep 30, 2024 Computed Tomography (CT) Image Segmentation
— Unverified 0MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Sep 28, 2024 Image Segmentation Medical Image Analysis
Code Code Available 2Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images Sep 28, 2024 Deep Learning Image Segmentation
— Unverified 0DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning Sep 26, 2024 Domain Adaptation GPU
— Unverified 0Global-Local Medical SAM Adaptor Based on Full Adaption Sep 26, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation Sep 26, 2024 Image Segmentation Mamba
Code Code Available 2Shape-intensity knowledge distillation for robust medical image segmentation Sep 26, 2024 Image Segmentation Knowledge Distillation
Code Code Available 0XAI-ResUNet: Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAM Sep 25, 2024 Explainable Artificial Intelligence (XAI) Lesion Detection
Code Code Available 0SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image Segmentation Sep 25, 2024 Image Segmentation Left Atrium Segmentation
Code Code Available 1TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Sep 23, 2024 Decoder Image Segmentation
Code Code Available 0GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation Sep 20, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism Sep 20, 2024 Image Segmentation Medical Image Analysis
— Unverified 0MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation Sep 19, 2024 Computational Efficiency Image Segmentation
Code Code Available 1Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation Sep 19, 2024 Domain Generalization Image Segmentation
Code Code Available 1PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation Sep 19, 2024 Decoder Image Segmentation
— Unverified 0World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography Sep 18, 2024 Graph Neural Network Image Segmentation
— Unverified 0Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection Sep 18, 2024 Breast Cancer Detection Computational Efficiency
— Unverified 0Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning Sep 17, 2024 Graph Attention Image Segmentation
— Unverified 0MetaFormer and CNN Hybrid Model for Polyp Image Segmentation Sep 16, 2024 Benchmarking Image Segmentation
Code Code Available 1Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation Sep 16, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Learning Semi-Supervised Medical Image Segmentation from Spatial Registration Sep 16, 2024 Contrastive Learning Image Segmentation
Code Code Available 0Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis Sep 15, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model Sep 14, 2024 Medical Image Segmentation Polyp Segmentation
Code Code Available 2Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images Sep 13, 2024 Image Segmentation Mamba
— Unverified 0Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition Sep 13, 2024 Decoder Image Segmentation
— Unverified 0D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation Sep 13, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Effective Segmentation of Post-Treatment Gliomas Using Simple Approaches: Artificial Sequence Generation and Ensemble Models Sep 12, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0AFFSegNet: Adaptive Feature Fusion Segmentation Network for Microtumors and Multi-Organ Segmentation Sep 12, 2024 Decoder Image Segmentation
Code Code Available 0Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Sep 12, 2024 Decoder Domain Generalization
Code Code Available 1Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation Sep 12, 2024 Image Segmentation Medical Diagnosis
Code Code Available 0Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets Sep 11, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Structure-Aware Single-Source Generalization with Pixel-Level Disentanglement for Joint Optic Disc and Cup Segmentation Sep 10, 2024 Disentanglement Domain Generalization
Code Code Available 1Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts Sep 10, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1FIF-UNet: An Efficient UNet Using Feature Interaction and Fusion for Medical Image Segmentation Sep 9, 2024 Decoder Image Segmentation
— Unverified 0SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching Sep 9, 2024 Image Segmentation Image Stitching
— Unverified 0PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation Sep 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Deep Self-Cleansing for Medical Image Segmentation with Noisy Labels Sep 8, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis Sep 7, 2024 Data Augmentation Domain Generalization
Code Code Available 0RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning Sep 6, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2Boundary feature fusion network for tooth image segmentation Sep 6, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0TBConvL-Net: A Hybrid Deep Learning Architecture for Robust Medical Image Segmentation Sep 5, 2024 Decoder Image Segmentation
— Unverified 0