Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation Jan 21, 2022 Image Segmentation Medical Image Segmentation
Code Code Available COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation Jul 22, 2023 Active Learning Image Segmentation
Code Code Available Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Feb 8, 2021 Image Segmentation Medical Image Analysis
Code Code Available A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation Nov 26, 2021 Brain Tumor Segmentation Decoder
Code Code Available Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty Jan 1, 2023 Computational Efficiency Image Segmentation
Code Code Available EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation Jan 1, 2025 Decoder Image Segmentation
Code Code Available A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Feb 22, 2023 Image Segmentation Image Super-Resolution
Code Code Available EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder Jul 23, 2024 Decoder Image Segmentation
Code Code Available DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Oct 19, 2023 Data Augmentation Image Generation
Code Code Available Effect of Prior-based Losses on Segmentation Performance: A Benchmark Jan 7, 2022 Image Segmentation Medical Image Segmentation
Code Code Available A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models Aug 30, 2023 Denoising Image Segmentation
Code Code Available Efficient Medical Image Segmentation Based on Knowledge Distillation Aug 23, 2021 Image Segmentation Knowledge Distillation
Code Code Available E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Dec 7, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge Oct 6, 2021 Brain Tumor Segmentation Decoder
Code Code Available Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation Nov 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Evidence fusion with contextual discounting for multi-modality medical image segmentation Jun 23, 2022 Decoder Image Segmentation
Code Code Available CateNorm: Categorical Normalization for Robust Medical Image Segmentation Mar 29, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Dual Cross-Attention for Medical Image Segmentation Mar 30, 2023 Decoder
Code Code Available Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation Mar 8, 2021 Image Segmentation Medical Image Segmentation
Code Code Available CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Aug 16, 2021 Medical Image Segmentation Segmentation
Code Code Available DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation Jun 12, 2021 Decoder Image Segmentation
Code Code Available DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Dec 21, 2022 Image Segmentation Lesion Segmentation
Code Code Available A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation Jun 14, 2019 image-classification Image Classification
Code Code Available DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Jun 8, 2020 Cell Segmentation Colorectal Polyps Characterization
Code Code Available Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Sep 12, 2024 Decoder Domain Generalization
Code Code Available Medical Image Segmentation via Unsupervised Convolutional Neural Network Jan 28, 2020 Image Segmentation Medical Image Segmentation
Code Code Available An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Jul 3, 2024 Domain Adaptation Image Segmentation
Code Code Available 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation Mar 16, 2022 Hippocampus Image Segmentation
Code Code Available DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation Apr 28, 2020 Decoder Image Segmentation
Code Code Available Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation Aug 25, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning Jun 25, 2024 Domain Adaptation Image Segmentation
Code Code Available A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation Apr 5, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Sep 22, 2020 Image Segmentation Lesion Segmentation
Code Code Available DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets Nov 20, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention Mar 20, 2025 Image Segmentation Medical Image Segmentation
Code Code Available A Deep Learning-based Quality Assessment and Segmentation System with a Large-scale Benchmark Dataset for Optical Coherence Tomographic Angiography Image Jul 22, 2021 Image Quality Assessment Medical Image Segmentation
Code Code Available Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels Mar 3, 2022 Anomaly Detection Cardiac Segmentation
Code Code Available 3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation Sep 4, 2019 image-classification Image Classification
Code Code Available D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation Mar 15, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available DOMINO: Domain-aware Model Calibration in Medical Image Segmentation Sep 13, 2022 Image Segmentation Medical Image Segmentation
Code Code Available DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Dec 17, 2024 Contrastive Learning Image Segmentation
Code Code Available EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices Oct 19, 2024 Decoder Image Segmentation
Code Code Available Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges Jul 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models Jun 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Directional Connectivity-based Segmentation of Medical Images Mar 31, 2023 Disentanglement Image Segmentation
Code Code Available DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models Apr 26, 2023 Diversity Image Generation
Code Code Available C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation Jun 9, 2025 Contrastive Learning Diagnostic
Code Code Available DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation Mar 5, 2024 Image Segmentation Medical Image Analysis
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