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 1D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation Mar 15, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available 1FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images Mar 14, 2024 3D Medical Imaging Segmentation GPU
Code Code Available 1ProMISe: Promptable Medical Image Segmentation using SAM Mar 7, 2024 Image Segmentation Lesion Segmentation
Code Code Available 1DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation Mar 5, 2024 Image Segmentation Medical Image Analysis
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 1Automated 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 1FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation Feb 27, 2024 Decoder Federated Learning
Code Code Available 1Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation Strategies Feb 17, 2024 Data Augmentation Diversity
Code Code Available 1Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation Feb 14, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes Jan 31, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation Jan 27, 2024 Decoder Image Segmentation
Code Code Available 1Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs Jan 25, 2024 Image Segmentation Lesion Segmentation
Code Code Available 1ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Jan 25, 2024 Anatomy Image Segmentation
Code Code Available 1Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation Jan 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation Jan 4, 2024 Domain Generalization Image Segmentation
Code Code Available 1Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation Jan 1, 2024 Data Augmentation Image Segmentation
Code Code Available 1Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation Dec 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise Dec 20, 2023 Federated Learning Image Segmentation
Code Code Available 1MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept Dec 19, 2023 Decoder Domain Adaptation
Code Code Available 1SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma Dec 15, 2023 Computed Tomography (CT) Image Segmentation
Code Code Available 1Gradient-based Parameter Selection for Efficient Fine-Tuning Dec 15, 2023 image-classification Image Classification
Code Code Available 1KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation Dec 13, 2023 Knowledge Distillation Medical Image Segmentation
Code Code Available 1DG-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 1SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization Dec 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Dec 7, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available 1AI-SAM: Automatic and Interactive Segment Anything Model Dec 5, 2023 Medical Image Segmentation Semantic Segmentation
Code Code Available 1MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation Dec 4, 2023 Image Segmentation Inductive Bias
Code Code Available 1Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation Nov 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Nov 29, 2023 Data Augmentation Image Segmentation
Code Code Available 1DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation Nov 28, 2023 Decoder Diversity
Code Code Available 1I-MedSAM: Implicit Medical Image Segmentation with Segment Anything Nov 28, 2023 Decoder Image Segmentation
Code Code Available 1Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived Classification Nov 27, 2023 Image Segmentation Lesion Classification
Code Code Available 1Unleashing the Power of Prompt-driven Nucleus Instance Segmentation Nov 27, 2023 Image Segmentation Instance Segmentation
Code Code Available 1FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation Nov 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Learning Site-specific Styles for Multi-institutional Unsupervised Cross-modality Domain Adaptation Nov 21, 2023 Domain Adaptation Medical Image Analysis
Code Code Available 1Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation Nov 17, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Slide-SAM: Medical SAM Meets Sliding Window Nov 16, 2023 Anatomy Image Segmentation
Code Code Available 1SAMIHS: Adaptation of Segment Anything Model for Intracranial Hemorrhage Segmentation Nov 14, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation Nov 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Using DUCK-Net for Polyp Image Segmentation Nov 3, 2023 Data Augmentation Decoder
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 1Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 1From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation Oct 31, 2023 Decoder Denoising
Code Code Available 1Promise:Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models Oct 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder Oct 30, 2023 Decoder Image Segmentation
Code Code Available 1Robust Source-Free Domain Adaptation for Fundus Image Segmentation Oct 25, 2023 Domain Adaptation Image Segmentation
Code Code Available 1Using Diffusion Models to Generate Synthetic Labelled Data for Medical Image Segmentation Oct 25, 2023 Image Segmentation Medical Image Analysis
Code Code Available 1G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Oct 24, 2023 Decoder Image Segmentation
Code Code Available 1DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Oct 19, 2023 Data Augmentation Image Generation
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