Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation Jul 7, 2024 Decoder Image Segmentation
Code Code Available 1MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery Dec 29, 2022 Anatomy Data Augmentation
Code Code Available 1MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation Sep 19, 2024 Computational Efficiency Image Segmentation
Code Code Available 1MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation Aug 15, 2024 Image Segmentation Mamba
Code Code Available 1Evidence fusion with contextual discounting for multi-modality medical image segmentation Jun 23, 2022 Decoder Image Segmentation
Code Code Available 1Boundary-Aware Network for Kidney Parsing Aug 29, 2022 Decoder Image Segmentation
Code Code Available 1ACC-UNet: A Completely Convolutional UNet model for the 2020s Aug 25, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Boundary-Aware Network for Abdominal Multi-Organ Segmentation Aug 29, 2022 Decoder Image Segmentation
Code Code Available 1Contextual Attention Network: Transformer Meets U-Net Mar 2, 2022 Articles Image Segmentation
Code Code Available 1MatchSeg: Towards Better Segmentation via Reference Image Matching Mar 23, 2024 Domain Generalization Few-Shot Learning
Code Code Available 1EViT-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 1Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 1Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 1MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation Jul 27, 2023 Image Segmentation Medical Image Analysis
Code Code Available 1FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling Nov 3, 2023 Fairness Image Segmentation
Code Code Available 1Densely Connected Convolutional Networks Aug 25, 2016 Breast Tumour Classification Classification
Code Code Available 1A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision Oct 23, 2020 Decoder Image Segmentation
Code Code Available 1Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning Mar 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Enhancing surgical instrument segmentation: integrating vision transformer insights with adapter May 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Contrastive learning of global and local features for medical image segmentation with limited annotations Jun 18, 2020 Contrastive Learning Data Augmentation
Code Code Available 1Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI Dec 13, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available 1Contrastive Registration for Unsupervised Medical Image Segmentation Nov 17, 2020 Contrastive Learning Image Segmentation
Code Code Available 1MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography Sep 24, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
Code Code Available 1Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation Jun 6, 2022 Contrastive Learning Image Segmentation
Code Code Available 1Adaptive Early-Learning Correction for Segmentation from Noisy Annotations Oct 7, 2021 Classification Medical Image Segmentation
Code Code Available 1Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation Jan 21, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 1Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization Mar 8, 2021 Decoder Image Segmentation
Code Code Available 1Boosting multiple sclerosis lesion segmentation through attention mechanism Jul 1, 2023 Brain Image Segmentation Lesion Segmentation
Code Code Available 1MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation Sep 6, 2023 Decoder Edge Detection
Code Code Available 1CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Jun 9, 2024 Cardiac Segmentation Decoder
Code Code Available 1A high-order focus interaction model and oral ulcer dataset for oral ulcer segmentation Aug 29, 2024 Image Segmentation Lesion Segmentation
Code Code Available 1DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation Jun 1, 2023 Decoder Domain Generalization
Code Code Available 1MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation Oct 25, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 1Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation Jul 2, 2021 Data Augmentation Image Reconstruction
Code Code Available 1Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation Jul 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Oct 30, 2022 Image Segmentation Lesion Segmentation
Code Code Available 1From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation Mar 3, 2025 Benchmarking Computational Efficiency
Code Code Available 1Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? Jan 1, 2021 All Image Segmentation
Code Code Available 1Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available 1Attentive Symmetric Autoencoder for Brain MRI Segmentation Sep 19, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 1Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation Jan 11, 2023 Image Segmentation Left Atrium Segmentation
Code Code Available 1CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation Mar 4, 2021 Image Segmentation Inductive Bias
Code Code Available 1Mixed Transformer U-Net For Medical Image Segmentation Nov 8, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 1Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach Jan 25, 2023 Image Segmentation Lesion Segmentation
Code Code Available 1CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation Jun 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation Aug 7, 2021 Cardiac Segmentation Data Augmentation
Code Code Available 1DHC: 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 1Disentangling Human Error from Ground Truth in Segmentation of Medical Images Dec 1, 2020 Medical Image Segmentation Segmentation
Code Code Available 1Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty Jan 1, 2023 Computational Efficiency Image Segmentation
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