DivergentNets: Medical Image Segmentation by Network Ensemble Jul 1, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Densely Connected Convolutional Networks Aug 25, 2016 Breast Tumour Classification Classification
Code Code Available ACC-UNet: A Completely Convolutional UNet model for the 2020s Aug 25, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation Jun 6, 2022 Contrastive Learning 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 Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Jul 27, 2022 Data Augmentation Deep Reinforcement Learning
Code Code Available A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision Oct 23, 2020 Decoder Image Segmentation
Code Code Available DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation Jun 12, 2021 Decoder Image Segmentation
Code Code Available Dual Cross-Attention for Medical Image Segmentation Mar 30, 2023 Decoder
Code Code Available DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Dec 21, 2022 Image Segmentation Lesion 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 DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution Sep 30, 2023 Computational Efficiency 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 A high-order focus interaction model and oral ulcer dataset for oral ulcer segmentation Aug 29, 2024 Image Segmentation Lesion Segmentation
Code Code Available Boundary Difference Over Union Loss For Medical Image Segmentation Aug 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation Jun 1, 2023 Decoder Domain Generalization
Code Code Available Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Oct 30, 2022 Image Segmentation Lesion Segmentation
Code Code Available Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation Sep 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Attentive Symmetric Autoencoder for Brain MRI Segmentation Sep 19, 2022 Image Segmentation Medical Image Segmentation
Code Code Available A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging Nov 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images Jul 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Annotation-efficient deep learning for automatic medical image segmentation Dec 9, 2020 Deep Learning Image Segmentation
Code Code Available Boundary loss for highly unbalanced segmentation Dec 17, 2018 Brain Lesion Segmentation From Mri Ischemic Stroke Lesion Segmentation
Code Code Available Interactive 3D Medical Image Segmentation with SAM 2 Aug 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Enhancing surgical instrument segmentation: integrating vision transformer insights with adapter May 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation Jan 6, 2025 Domain Adaptation Image Segmentation
Code Code Available Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation Feb 13, 2023 Diagnostic Image Segmentation
Code Code Available Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation Apr 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide Apr 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation Mar 2, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models Aug 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available AI-SAM: Automatic and Interactive Segment Anything Model Dec 5, 2023 Medical Image Segmentation Semantic Segmentation
Code Code Available Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Feb 24, 2022 Brain Tumor Segmentation Image Segmentation
Code Code Available Automated segmentation of lesions and organs at risk on [68Ga]Ga-PSMA-11 PET/CT images using self-supervised learning with Swin UNETR Feb 29, 2024 Decoder Medical Image Segmentation
Code Code Available A context based deep learning approach for unbalanced medical image segmentation Jan 8, 2020 Deep Learning Image Segmentation
Code Code Available Deep learning in magnetic resonance prostate segmentation: A review and a new perspective Nov 16, 2020 Medical Diagnosis Medical Image Segmentation
Code Code Available FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation Mar 31, 2021 Hard Attention Image Segmentation
Code Code Available DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation Nov 28, 2023 Decoder Diversity
Code Code Available MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available FCN-Transformer Feature Fusion for Polyp Segmentation Aug 17, 2022 Lesion Detection Medical Image Segmentation
Code Code Available Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks Sep 3, 2021 Decoder Image Segmentation
Code Code Available A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation Mar 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available DB-SAM: Delving into High Quality Universal Medical Image Segmentation Oct 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast Apr 5, 2023 Contrastive Learning Image Segmentation
Code Code Available Brain Tumor Segmentation with Deep Neural Networks May 13, 2015 Brain Tumor Segmentation Medical Image Segmentation
Code Code Available ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Jun 16, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? Mar 9, 2020 Image Segmentation Lesion Segmentation
Code Code Available Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Nov 29, 2023 Data Augmentation Image Segmentation
Code Code Available DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation Feb 2, 2022 Decoder Image Segmentation
Code Code Available 