MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder Oct 30, 2023 Decoder Image Segmentation
Code Code Available A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation Oct 27, 2023 Denoising Domain Adaptation
— Unverified SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation Oct 26, 2023 Brain Tumor Segmentation Decoder
— Unverified Using Diffusion Models to Generate Synthetic Labelled Data for Medical Image Segmentation Oct 25, 2023 Image Segmentation Medical Image Analysis
Code Code Available Trust, but Verify: Robust Image Segmentation using Deep Learning Oct 25, 2023 Deep Learning Image Segmentation
— Unverified Robust Source-Free Domain Adaptation for Fundus Image Segmentation Oct 25, 2023 Domain Adaptation Image Segmentation
Code Code Available G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Oct 24, 2023 Decoder Image Segmentation
Code Code Available SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images Oct 23, 2023 3D Architecture Image Segmentation
Code Code Available Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation Oct 21, 2023 Image Segmentation Left Atrium Segmentation
— Unverified Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks Oct 20, 2023 Decoder Image Segmentation
— Unverified Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling Oct 20, 2023 Decoder Image Segmentation
Code Code Available DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation Oct 19, 2023 Image Segmentation Medical Image Segmentation
Code Code Available DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Oct 19, 2023 Data Augmentation Image Generation
Code Code Available Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation Oct 18, 2023 Domain Adaptation Image Segmentation
— Unverified Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Oct 17, 2023 Domain Adaptation Domain Generalization
Code Code Available Whole-brain radiomics for clustered federated personalization in brain tumor segmentation Oct 17, 2023 Brain Tumor Segmentation Federated Learning
Code Code Available Medical Image Segmentation via Sparse Coding Decoder Oct 17, 2023 Decoder Image Segmentation
— Unverified SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation Oct 16, 2023 Image Segmentation Medical Image Segmentation
— Unverified Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation Oct 13, 2023 3D Semantic Segmentation Computed Tomography (CT)
Code Code Available Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration Oct 13, 2023 Diversity Image Segmentation
— Unverified Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors Oct 12, 2023 Image Segmentation Medical Image Analysis
— Unverified 3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers Oct 11, 2023 Decoder Image Segmentation
Code Code Available Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image Segmentation Oct 9, 2023 Image Segmentation Lesion Segmentation
Code Code Available Empirical Evaluation of the Segment Anything Model (SAM) for Brain Tumor Segmentation Oct 9, 2023 Brain Tumor Segmentation Data Augmentation
— Unverified 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 M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy Images Oct 9, 2023 Decoder Medical Image Segmentation
— Unverified Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Oct 8, 2023 Data Augmentation Image Segmentation
Code Code Available TransCC: Transformer Network for Coronary Artery CCTA Segmentation Oct 7, 2023 Image Segmentation Medical Image Segmentation
— Unverified AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge Oct 7, 2023 Anatomy Computed Tomography (CT)
Code Code Available FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator Oct 5, 2023 Image Segmentation Medical Image Segmentation
— Unverified Certification of Deep Learning Models for Medical Image Segmentation Oct 5, 2023 Deep Learning Denoising
Code Code Available Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models Oct 4, 2023 Image Segmentation Medical Image Analysis
— Unverified Randomized Dimension Reduction with Statistical Guarantees Oct 3, 2023 Computational Efficiency Data Augmentation
— Unverified Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation Oct 3, 2023 Decoder Image Segmentation
— Unverified Cross-adversarial local distribution regularization for semi-supervised medical image segmentation Oct 2, 2023 Image Segmentation Medical Image Segmentation
— Unverified 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 A Foundation Model for General Moving Object Segmentation in Medical Images Sep 29, 2023 Image Segmentation Medical Image Segmentation
Code Code Available nnSAM: Plug-and-play Segment Anything Model Improves nnUNet Performance Sep 29, 2023 Few-Shot Learning Heart Segmentation
Code Code Available fastMONAI: A low-code deep learning library for medical image analysis Sep 26, 2023 Medical Image Analysis Medical Image Classification
Code Code Available Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation Sep 26, 2023 Decoder Image Segmentation
Code Code Available MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography Sep 24, 2023 Image Segmentation Medical Image Segmentation
Code Code Available OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation Sep 24, 2023 Image Segmentation Medical Image Segmentation
— Unverified FP-PET: Large Model, Multiple Loss And Focused Practice Sep 22, 2023 Image Segmentation Medical Image Segmentation
— Unverified Performance Analysis of UNet and Variants for Medical Image Segmentation Sep 22, 2023 Image Segmentation Medical Image Segmentation
— Unverified FourierLoss: Shape-Aware Loss Function with Fourier Descriptors Sep 21, 2023 Image Segmentation Liver Segmentation
— Unverified Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training Sep 21, 2023 Contrastive Learning Decoder
Code Code Available More complex encoder is not all you need Sep 20, 2023 All Decoder
Code Code Available Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation Sep 20, 2023 Image Segmentation Medical Image Segmentation
Code Code Available UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation Sep 19, 2023 Brain Segmentation Domain Adaptation
Code Code Available Image-level supervision and self-training for transformer-based cross-modality tumor segmentation Sep 17, 2023 Brain Tumor Segmentation Image Segmentation
— Unverified 