MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation Jun 29, 2023 Domain Generalization Federated Learning
— Unverified PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification Jun 29, 2023 Active Learning Classification
Code Code Available Chan-Vese Attention U-Net: An attention mechanism for robust segmentation Jun 28, 2023 Image Segmentation Medical Image Segmentation
— Unverified Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks Jun 28, 2023 Decoder Image Segmentation
Code Code Available FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium Segmentation Jun 27, 2023 Contrastive Learning Image Segmentation
Code Code Available Introducing A Novel Method For Adaptive Thresholding In Brain Tumor Medical Image Segmentation Jun 25, 2023 Deep Learning Image Segmentation
— Unverified Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation Jun 25, 2023 Contrastive Learning Image Segmentation
— Unverified Scribble-supervised Cell Segmentation Using Multiscale Contrastive Regularization Jun 25, 2023 Cell Segmentation Image Segmentation
Code Code Available AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net Jun 25, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation Jun 23, 2023 Image Segmentation Medical Image Segmentation
— Unverified Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images Jun 21, 2023 Image Segmentation Medical Image Segmentation
— Unverified Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder Jun 15, 2023 Image Segmentation Medical Image Segmentation
— Unverified Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation Jun 15, 2023 Image Segmentation Medical Image Segmentation
— Unverified M^2UNet: MetaFormer Multi-scale Upsampling Network for Polyp Segmentation Jun 14, 2023 Decoder Image Segmentation
— Unverified C^3PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation Jun 14, 2023 Image Segmentation Medical Image Segmentation
— Unverified SMC-UDA: Structure-Modal Constraint for Unsupervised Cross-Domain Renal Segmentation Jun 14, 2023 Domain Adaptation Image Segmentation
— Unverified Compositionally Equivariant Representation Learning Jun 13, 2023 Anatomy Image Segmentation
— Unverified LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms Jun 9, 2023 Computational Efficiency Image Segmentation
— Unverified ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation Jun 8, 2023 Decoder Graph Neural Network
Code Code Available Unsupervised augmentation optimization for few-shot medical image segmentation Jun 8, 2023 Anatomy Few-Shot Semantic Segmentation
— Unverified A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip Arthroplasty Jun 7, 2023 Active Learning Anatomy
Code Code Available Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation Jun 7, 2023 Computed Tomography (CT) Contrastive Learning
— Unverified Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation Jun 6, 2023 Domain Adaptation Image Segmentation
Code Code Available Modality-Agnostic Learning for Medical Image Segmentation Using Multi-modality Self-distillation Jun 6, 2023 Image Segmentation Medical Image Segmentation
— Unverified Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans Jun 6, 2023 Diagnostic Image Segmentation
— Unverified Volumetric medical image segmentation through dual self-distillation in U-shaped networks Jun 5, 2023 Brain Tumor Segmentation Decoder
Code Code Available Transformer-based Annotation Bias-aware Medical Image Segmentation Jun 2, 2023 Decoder Image Segmentation
Code Code Available Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation Models Jun 1, 2023 Decoder Image Segmentation
Code Code Available Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer May 30, 2023 Image Segmentation Medical Image Segmentation
— Unverified Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images May 30, 2023 Image Segmentation Image Super-Resolution
— Unverified Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation May 30, 2023 Data Augmentation Image Segmentation
Code Code Available Attention Mechanisms in Medical Image Segmentation: A Survey May 29, 2023 Articles Image Segmentation
— Unverified Trustworthy Deep Learning for Medical Image Segmentation May 27, 2023 Anatomy Deep Learning
— Unverified Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation May 25, 2023 Image Segmentation Medical Image Analysis
— Unverified Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning May 24, 2023 Deep Learning Image Segmentation
— Unverified Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation May 20, 2023 Graph Matching Image Segmentation
— Unverified SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation May 18, 2023 Domain Adaptation Image Segmentation
— Unverified An image segmentation algorithm based on multi-scale feature pyramid network May 18, 2023 Image Segmentation Medical Image Segmentation
— Unverified AI in the Loop -- Functionalizing Fold Performance Disagreement to Monitor Automated Medical Image Segmentation Pipelines May 15, 2023 Image Segmentation Medical Image Segmentation
— Unverified Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation May 13, 2023 Image Segmentation Medical Image Analysis
— Unverified Learning to Learn Unlearned Feature for Brain Tumor Segmentation May 13, 2023 Active Learning Brain Tumor Segmentation
— Unverified Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation May 11, 2023 image-classification Image Classification
Code Code Available Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation May 11, 2023 Cardiac Segmentation Domain Adaptation
— Unverified Uncertainty-Aware Semi-Supervised Learning for Prostate MRI Zonal Segmentation May 10, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Unsupervised Domain Adaptation for Medical Image Segmentation via Feature-space Density Matching May 9, 2023 Density Estimation Domain Adaptation
— Unverified Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey May 5, 2023 Benchmarking Image Generation
Code Code Available Mci-net: multi-scale context integrated network for liver ct image segmentation May 3, 2023 2D Semantic Segmentation Image Segmentation
Code Code Available Brain Tumor Segmentation from MRI Images using Deep Learning Techniques Apr 29, 2023 Brain Tumor Classification Brain Tumor Segmentation
— Unverified DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation Apr 28, 2023 Image Segmentation Medical Image Segmentation
— Unverified SCOPE: Structural Continuity Preservation for Medical Image Segmentation Apr 28, 2023 Anatomy Image Segmentation
— Unverified 