Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data Oct 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Selective Information Passing for MR/CT Image Segmentation Oct 10, 2020 Decoder Image Segmentation
Code Code Available Expanding the Medical Decathlon dataset: segmentation of colon and colorectal cancer from computed tomography images Jul 31, 2024 Medical Image Segmentation
Code Code Available Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation Jun 26, 2024 Continual Learning Domain Generalization
Code Code Available Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learning Jan 19, 2025 Brain Tumor Segmentation Image Segmentation
Code Code Available CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image Segmentation May 25, 2025 Image Segmentation Long-range modeling
Code Code Available When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation Jun 7, 2019 Data Augmentation Domain Adaptation
Code Code Available XAI-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 A New Perspective to Boost Performance Fairness for Medical Federated Learning Oct 12, 2024 Fairness Federated Learning
Code Code Available UniMOS: A Universal Framework For Multi-Organ Segmentation Over Label-Constrained Datasets Nov 17, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Elastic Boundary Projection for 3D Medical Image Segmentation Dec 3, 2018 3D Medical Imaging Segmentation Image Segmentation
Code Code Available Self-Paced Sample Selection for Barely-Supervised Medical Image Segmentation Jul 7, 2024 Contrastive Learning Image Registration
Code Code Available CBAR‑UNet: A novel methodology for segmentation of cardiac magnetic resonance images using block attention‑based deep residual neural network May 29, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Efficient Quantization-Aware Training on Segment Anything Model in Medical Images and Its Deployment Dec 15, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Mar 18, 2016 3D Medical Imaging Segmentation Brain Lesion Segmentation From Mri
Code Code Available AnatomyNet: Deep Learning for Fast and Fully Automated Whole-volume Segmentation of Head and Neck Anatomy Aug 15, 2018 3D Medical Imaging Segmentation Anatomy
Code Code Available Effect of the output activation function on the probabilities and errors in medical image segmentation Sep 2, 2021 Binary Classification Image Segmentation
Code Code Available Dynamic Linear Transformer for 3D Biomedical Image Segmentation Jun 1, 2022 3D Medical Imaging Segmentation Decoder
Code Code Available D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation Aug 14, 2019 Decoder Image Segmentation
Code Code Available CATS v2: Hybrid encoders for robust medical segmentation Aug 11, 2023 Domain Adaptation Image Segmentation
Code Code Available DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation May 23, 2024 Decoder Image Segmentation
Code Code Available Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation Oct 15, 2024 Diversity Image Segmentation
Code Code Available An application of cascaded 3D fully convolutional networks for medical image segmentation Mar 14, 2018 3D Medical Imaging Segmentation Image Segmentation
Code Code Available Self-supervised Learning of Dense Hierarchical Representations for Medical Image Segmentation Jan 12, 2024 Image Segmentation Linear evaluation
Code Code Available Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation Jul 6, 2023 Decoder Image Segmentation
Code Code Available Volumetric medical image segmentation through dual self-distillation in U-shaped networks Jun 5, 2023 Brain Tumor Segmentation Decoder
Code Code Available Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation Dec 26, 2023 Image Segmentation Medical Image Segmentation
Code Code Available DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention Jul 15, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation Sep 11, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation Aug 31, 2023 Data Augmentation Decoder
Code Code Available CANet: Context aware network with dual-stream pyramid for medical image segmentation Mar 5, 2023 2D Semantic Segmentation Decoder
Code Code Available Calibrating Segmentation Networks with Margin-based Label Smoothing Sep 9, 2022 Image Segmentation Medical Image Segmentation
Code Code Available A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation Sep 16, 2021 Image Segmentation Medical Image Segmentation
Code Code Available TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation Jul 12, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Whole-Body Lesion Segmentation in 18F-FDG PET/CT Sep 16, 2022 Image Segmentation Lesion Segmentation
Code Code Available Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle Aug 5, 2022 Image Segmentation Lesion Segmentation
Code Code Available Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation May 17, 2025 Domain Adaptation Image Segmentation
Code Code Available DSFNet: Dual-GCN and Location-fused Self-attention with Weighted Fast Normalized Fusion for Polyps Segmentation Aug 15, 2023 Brain Tumor Segmentation Decoder
Code Code Available DSAC - Differentiable RANSAC for Camera Localization Nov 17, 2016 Camera Localization Deep Learning
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