MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation Aug 15, 2024 Image Segmentation Mamba
Code Code Available 1MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation Aug 14, 2024 Computational Efficiency Decoder
Code Code Available 1Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation Aug 14, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation Aug 12, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1GuidedNet: Semi-Supervised Multi-Organ Segmentation via Labeled Data Guide Unlabeled Data Aug 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Path-SAM2: Transfer SAM2 for digital pathology semantic segmentation Aug 7, 2024 Decoder Image Segmentation
Code Code Available 1Interactive 3D Medical Image Segmentation with SAM 2 Aug 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation Jul 25, 2024 Computational Efficiency Decoder
Code Code Available 1EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder Jul 23, 2024 Decoder Image Segmentation
Code Code Available 1PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates Jul 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification Jul 17, 2024 CPU Domain Adaptation
Code Code Available 1Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy Jul 17, 2024 Denoising Image Denoising
Code Code Available 1The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation Jul 16, 2024 Domain Generalization Image Segmentation
Code Code Available 1FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Jul 11, 2024 Domain Adaptation Fairness
Code Code Available 1Weakly-supervised Medical Image Segmentation with Gaze Annotations Jul 10, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation Jul 10, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1ProtoSAM: One-Shot Medical Image Segmentation With Foundational Models Jul 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking Jul 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation Jul 7, 2024 Decoder Image Segmentation
Code Code Available 1An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Jul 3, 2024 Domain Adaptation Image Segmentation
Code Code Available 1SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues Jun 27, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available 1Few-Shot Medical Image Segmentation with High-Fidelity Prototypes Jun 26, 2024 Few-Shot Semantic Segmentation Image Segmentation
Code Code Available 1Test-Time Generative Augmentation for Medical Image Segmentation Jun 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning Jun 25, 2024 Domain Adaptation Image 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 1Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive Fields Jun 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1ALPS: 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 1Spatial-Frequency Dual Progressive Attention Network For Medical Image Segmentation Jun 12, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Jun 9, 2024 Cardiac Segmentation Decoder
Code Code Available 1GCtx-UNet: Efficient Network for Medical Image Segmentation Jun 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 13D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes Jun 8, 2024 Data Augmentation Image Generation
Code Code Available 1Multi-Task Multi-Scale Contrastive Knowledge Distillation for Efficient Medical Image Segmentation Jun 5, 2024 Contrastive Learning Image Segmentation
Code Code Available 1HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT Scans May 23, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight Blocks May 10, 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 1RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation May 2, 2024 Data Augmentation Domain Generalization
Code Code Available 1CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation May 1, 2024 Image Segmentation Knowledge Distillation
Code Code Available 1A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention Apr 30, 2024 Computational Efficiency Image Segmentation
Code Code Available 1Auto-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 1Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound Images Apr 23, 2024 Image Segmentation Lesion Segmentation
Code Code Available 1nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation Apr 15, 2024 Benchmarking Image Segmentation
Code Code Available 1LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation Apr 11, 2024 Cardiac Segmentation Image Segmentation
Code Code Available 1FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Apr 7, 2024 Data Augmentation Domain Adaptation
Code Code Available 1LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Apr 4, 2024 Data Augmentation Decoder
Code Code Available 1Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation Apr 3, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1RSAFormer: A method of polyp segmentation with region self-attention transformer Apr 1, 2024 Decoder Medical Image Segmentation
Code Code Available 1Language Guided Domain Generalized Medical Image Segmentation Apr 1, 2024 Contrastive Learning Domain Adaptation
Code Code Available 1Clustering Propagation for Universal Medical Image Segmentation Mar 25, 2024 Clustering Image Segmentation
Code Code Available 1MatchSeg: Towards Better Segmentation via Reference Image Matching Mar 23, 2024 Domain Generalization Few-Shot Learning
Code Code Available 1Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans Mar 22, 2024 GPU Image Segmentation
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