A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation Jul 26, 2021 Medical Image Segmentation
Code Code Available 5 AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation Jan 6, 2025 Domain Adaptation Image Segmentation
Code Code Available 5 Clustering Propagation for Universal Medical Image Segmentation Mar 25, 2024 Clustering Image Segmentation
Code Code Available 5 Interactive 3D Medical Image Segmentation with SAM 2 Aug 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Annotation-efficient deep learning for automatic medical image segmentation Dec 9, 2020 Deep Learning Image Segmentation
Code Code Available 5 CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation May 10, 2021 Decoder GPU
Code Code Available 5 Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available 5 Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Sep 12, 2024 Decoder Domain Generalization
Code Code Available 5 DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Dec 17, 2024 Contrastive Learning Image Segmentation
Code Code Available 5 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 5 CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available 5 A high-order focus interaction model and oral ulcer dataset for oral ulcer segmentation Aug 29, 2024 Image Segmentation Lesion Segmentation
Code Code Available 5 Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images Feb 15, 2020 Instance Segmentation Medical Image Segmentation
Code Code Available 5 DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets Nov 20, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 5 Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Nov 24, 2021 Data Augmentation Domain Generalization
Code Code Available 5 CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation Jan 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Disentangling Human Error from Ground Truth in Segmentation of Medical Images Dec 1, 2020 Medical Image Segmentation Segmentation
Code Code Available 5 Disentangling Human Error from the Ground Truth in Segmentation of Medical Images Jul 31, 2020 Medical Image Segmentation Segmentation
Code Code Available 5 DivergentNets: Medical Image Segmentation by Network Ensemble Jul 1, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning Jun 25, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models Apr 26, 2023 Diversity Image Generation
Code Code Available 5 ACC-UNet: A Completely Convolutional UNet model for the 2020s Aug 25, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation Mar 5, 2024 Image Segmentation Medical Image Analysis
Code Code Available 5 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation May 19, 2022 Decoder Hippocampus
Code Code Available 5 DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation Jul 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Directional Connectivity-based Segmentation of Medical Images Mar 31, 2023 Disentanglement Image Segmentation
Code Code Available 5 Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available 5 DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation Nov 28, 2023 Decoder Diversity
Code Code Available 5 D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation Jan 3, 2022 Decoder Image Segmentation
Code Code Available 5 CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention Mar 20, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks Mar 28, 2020 3D Medical Imaging Segmentation Action Recognition
Code Code Available 5 CENet: Context Enhancement Network for Medical Image Segmentation May 23, 2025 Decoder Image Segmentation
Code Code Available 5 DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Dec 11, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation Sep 26, 2023 Decoder Image Segmentation
Code Code Available 5 Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available 5 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 5 Brain Tumor Segmentation with Deep Neural Networks May 13, 2015 Brain Tumor Segmentation Medical Image Segmentation
Code Code Available 5 A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Oct 9, 2023 Heart Segmentation Image Generation
Code Code Available 5 AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Jul 27, 2022 Data Augmentation Deep Reinforcement Learning
Code Code Available 5 Boundary loss for highly unbalanced segmentation Dec 17, 2018 Brain Lesion Segmentation From Mri Ischemic Stroke Lesion Segmentation
Code Code Available 5 Deep learning in magnetic resonance prostate segmentation: A review and a new perspective Nov 16, 2020 Medical Diagnosis Medical Image Segmentation
Code Code Available 5 C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation Jun 9, 2025 Contrastive Learning Diagnostic
Code Code Available 5 A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation Jul 11, 2021 Clustering Image Segmentation
Code Code Available 5 ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation Mar 25, 2025 Image Segmentation Lesion Segmentation
Code Code Available 5 CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Sep 22, 2020 Image Segmentation Lesion Segmentation
Code Code Available 5 Cardiac Segmentation with Strong Anatomical Guarantees Jun 15, 2020 Cardiac Segmentation Image Segmentation
Code Code Available 5 A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention Apr 30, 2024 Computational Efficiency Image Segmentation
Code Code Available 5 CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Aug 16, 2021 Medical Image Segmentation Segmentation
Code Code Available 5 Boundary-Aware Network for Kidney Parsing Aug 29, 2022 Decoder Image Segmentation
Code Code Available 5 A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging Nov 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 