Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment Mar 1, 2023 Medical Image Segmentation 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 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 CateNorm: Categorical Normalization for Robust Medical Image Segmentation Mar 29, 2021 Image Segmentation Medical Image Segmentation
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 DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Oct 19, 2023 Data Augmentation Image Generation
Code Code Available 5 Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation Mar 8, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision Oct 23, 2020 Decoder Image Segmentation
Code Code Available 5 Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation Mar 17, 2024 Image Segmentation Medical 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 SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging Nov 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation Jun 12, 2021 Decoder Image Segmentation
Code Code Available 5 CENet: Context Enhancement Network for Medical Image Segmentation May 23, 2025 Decoder Image Segmentation
Code Code Available 5 Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation Jul 21, 2023 Image Segmentation Medical Image Segmentation
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 Contextual Attention Network: Transformer Meets U-Net Mar 2, 2022 Articles Image Segmentation
Code Code Available 5 Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 5 Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Oct 30, 2022 Image Segmentation Lesion Segmentation
Code Code Available 5 Attention U-Net: Learning Where to Look for the Pancreas Apr 11, 2018 Brain Tumor Segmentation Computational Efficiency
Code Code Available 5 Attentive Symmetric Autoencoder for Brain MRI Segmentation Sep 19, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Contrastive Registration for Unsupervised Medical Image Segmentation Nov 17, 2020 Contrastive Learning Image Segmentation
Code Code Available 5 Evidence fusion with contextual discounting for multi-modality medical image segmentation Jun 23, 2022 Decoder 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 Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation Feb 8, 2022 Contrastive Learning 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 FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Jul 11, 2024 Domain Adaptation Fairness
Code Code Available 5 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 5 Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation Jul 2, 2021 Data Augmentation Image Reconstruction
Code Code Available 5 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 5 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 5 Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation Jan 11, 2023 Image Segmentation Left Atrium Segmentation
Code Code Available 5 Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Oct 8, 2023 Data Augmentation Image Segmentation
Code Code Available 5 AI-SAM: Automatic and Interactive Segment Anything Model Dec 5, 2023 Medical Image Segmentation Semantic Segmentation
Code Code Available 5 FastGeodis: Fast Generalised Geodesic Distance Transform Jul 26, 2022 CPU GPU
Code Code Available 5 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 5 A context based deep learning approach for unbalanced medical image segmentation Jan 8, 2020 Deep Learning Image Segmentation
Code Code Available 5 FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification Jul 17, 2024 CPU Domain Adaptation
Code Code Available 5 CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation Jun 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation Apr 28, 2020 Decoder Image Segmentation
Code Code Available 5 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 5 CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation Nov 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks Sep 3, 2021 Decoder Image Segmentation
Code Code Available 5 A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation Mar 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation May 1, 2024 Image Segmentation Knowledge Distillation
Code Code Available 5 Dual Cross-Attention for Medical Image Segmentation Mar 30, 2023 Decoder
Code Code Available 5 CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation Jan 8, 2022 Brain Segmentation Domain Adaptation
Code Code Available 5 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 5 Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? Mar 9, 2020 Image Segmentation Lesion Segmentation
Code Code Available 5 Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Nov 29, 2023 Data Augmentation Image Segmentation
Code Code Available 5 DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Dec 21, 2022 Image Segmentation Lesion Segmentation
Code Code Available 5 