U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities Dec 3, 2024 Anatomy Computed Tomography (CT)
— Unverified U-Netmer: U-Net meets Transformer for medical image segmentation Apr 3, 2023 Image Segmentation Medical Image Segmentation
— Unverified U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation Apr 7, 2020 All Decoder
— Unverified Unified HT-CNNs Architecture: Transfer Learning for Segmenting Diverse Brain Tumors in MRI from Gliomas to Pediatric Tumors Dec 11, 2024 Brain Tumor Segmentation Image Segmentation
— Unverified Unified Medical Image Segmentation with State Space Modeling Snake Jul 17, 2025 Image Segmentation Mamba
— Unverified Unified Multi-scale Feature Abstraction for Medical Image Segmentation Oct 24, 2019 Decoder Image Segmentation
— Unverified Universal Segmentation of 33 Anatomies Mar 4, 2022 GPU Image Segmentation
— Unverified Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis Sep 15, 2024 Image Segmentation Medical Image Segmentation
— Unverified Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation Jul 16, 2021 Image Segmentation Medical Image Segmentation
— Unverified Unsupervised augmentation optimization for few-shot medical image segmentation Jun 8, 2023 Anatomy Few-Shot Semantic Segmentation
— Unverified Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images Oct 14, 2022 Image Segmentation Medical Image Segmentation
— Unverified Unsupervised Domain Adaptation for Medical Image Segmentation via Feature-space Density Matching May 9, 2023 Density Estimation Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Jun 16, 2021 Cardiac Segmentation Domain Adaptation
— Unverified Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation Nov 15, 2022 Clustering Contrastive Learning
— Unverified Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Nov 2, 2022 Domain Adaptation Image Segmentation
— Unverified Unsupervised Segmentation of 3D Medical Images Based on Clustering and Deep Representation Learning Apr 11, 2018 Clustering Image Segmentation
— Unverified UOLO - automatic object detection and segmentation in biomedical images Oct 9, 2018 Fovea Detection Medical Image Segmentation
— Unverified Using Foundation Models as Pseudo-Label Generators for Pre-Clinical 4D Cardiac CT Segmentation May 14, 2025 Image Segmentation Medical Image Segmentation
— Unverified Using Soft Labels to Model Uncertainty in Medical Image Segmentation Sep 26, 2021 Image Segmentation Medical Image Segmentation
— Unverified UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation Sep 16, 2020 Decoder Image Segmentation
— Unverified Vision Foundation Models in Medical Image Analysis: Advances and Challenges Feb 20, 2025 Domain Adaptation Federated Learning
— Unverified V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation Jun 6, 2019 GPU Image Segmentation
— Unverified Volumetric Attention for 3D Medical Image Segmentation and Detection Apr 4, 2020 Image Segmentation Medical Image Segmentation
— Unverified Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Oct 29, 2020 Image Segmentation Medical Image Segmentation
— Unverified Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors Oct 12, 2023 Image Segmentation Medical Image Analysis
— Unverified VoteNet: A Deep Learning Label Fusion Method for Multi-Atlas Segmentation Apr 18, 2019 Image Segmentation Medical Image Segmentation
— Unverified Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation May 17, 2021 Contrastive Learning Image Segmentation
— Unverified Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation May 14, 2022 Image Segmentation Medical Image Segmentation
— Unverified WATUNet: A Deep Neural Network for Segmentation of Volumetric Sweep Imaging Ultrasound Nov 17, 2023 Decoder Image Segmentation
— Unverified WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation Mar 31, 2025 Image Segmentation Medical Image Analysis
— Unverified Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity Feb 4, 2023 Image Segmentation Medical Image Segmentation
— Unverified Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss Sep 16, 2022 Deep Learning Image Segmentation
— Unverified What is Wrong with Continual Learning in Medical Image Segmentation? Oct 21, 2020 Continual Learning Diagnostic
— Unverified When SAM Meets Medical Images: An Investigation of Segment Anything Model (SAM) on Multi-phase Liver Tumor Segmentation Apr 17, 2023 Image Segmentation Medical Image Analysis
— Unverified Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation Nov 27, 2023 Federated Learning Image Segmentation
— Unverified w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution Nov 15, 2020 Image Segmentation Medical Image Segmentation
— Unverified World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography Sep 18, 2024 Graph Neural Network Image Segmentation
— Unverified WRT-SAM: Foundation Model-Driven Segmentation for Generalized Weld Radiographic Testing Feb 17, 2025 Anomaly Detection Image Segmentation
— Unverified Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation Oct 1, 2024 Image Segmentation Medical Image Segmentation
— Unverified Zero-shot capability of SAM-family models for bone segmentation in CT scans Nov 13, 2024 Image Segmentation Medical Image Segmentation
— Unverified Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study Mar 28, 2025 Domain Generalization Image Segmentation
— Unverified Zero-Shot Gaze-based Volumetric Medical Image Segmentation May 21, 2025 Image Segmentation Interactive Segmentation
— Unverified Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging Apr 9, 2025 Diagnostic Image Segmentation
— Unverified 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputs Jul 1, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Domain Generalization via Model-Agnostic Learning of Semantic Features Oct 29, 2019 Domain Generalization General Knowledge
Code Code Available Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image Segmentation May 25, 2025 Computed Tomography (CT) Contrastive Learning
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 Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training Jul 31, 2023 Domain Adaptation Image Segmentation
Code Code Available Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation Jan 29, 2024 Active Learning Image Segmentation
Code Code Available 