| Uncertainty-Aware Multiple-Instance Learning for Reliable Classification: Application to Optical Coherence Tomography | Feb 6, 2023 | ClassificationMedical Image Analysis | —Unverified | 0 | 0 |
| Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation | Jun 28, 2020 | Domain AdaptationImage Segmentation | —Unverified | 0 | 0 |
| A Simple Framework to Quantify Different Types of Uncertainty in Deep Neural Networks for Image Classification | Nov 17, 2020 | General Classificationimage-classification | —Unverified | 0 | 0 |
| Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors | Jul 30, 2018 | Medical Image AnalysisProbabilistic Deep Learning | —Unverified | 0 | 0 |
| Understanding 3D CNN Behavior for Alzheimer's Disease Diagnosis from Brain PET Scan | Dec 10, 2019 | Medical Image Analysis | —Unverified | 0 | 0 |
| Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems | Jul 24, 2019 | Lesion DetectionMedical Image Analysis | —Unverified | 0 | 0 |
| Understanding Calibration of Deep Neural Networks for Medical Image Classification | Sep 22, 2023 | image-classificationImage Classification | —Unverified | 0 | 0 |
| U-Net and its variants for medical image segmentation: theory and applications | Nov 2, 2020 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| UniCoN: Universal Conditional Networks for Multi-Age Embryonic Cartilage Segmentation with Sparsely Annotated Data | Oct 16, 2024 | Medical Image AnalysisSegmentation | —Unverified | 0 | 0 |
| UniCT DMI Solution for 3rd COV19D Competition on COVID-19 Detection through attention-based CNN for CT Scan | Mar 15, 2023 | ManagementMedical Image Analysis | —Unverified | 0 | 0 |
| Unified Multi-scale Feature Abstraction for Medical Image Segmentation | Oct 24, 2019 | DecoderImage Segmentation | —Unverified | 0 | 0 |
| Unified Representation Learning for Efficient Medical Image Analysis | Jun 19, 2020 | DenoisingGeneral Classification | —Unverified | 0 | 0 |
| Unlabeled Data Deployment for Classification of Diabetic Retinopathy Images Using Knowledge Transfer | Feb 9, 2020 | General ClassificationKnowledge Distillation | —Unverified | 0 | 0 |
| UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment | Dec 20, 2022 | ClusteringDimensionality Reduction | —Unverified | 0 | 0 |
| Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations | Mar 22, 2019 | Image RegistrationImage-to-Image Translation | —Unverified | 0 | 0 |
| Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling | Sep 28, 2021 | Medical Image Analysis | —Unverified | 0 | 0 |
| Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features | May 4, 2023 | Domain AdaptationMedical Image Analysis | —Unverified | 0 | 0 |
| Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification | Jun 27, 2022 | DisentanglementDomain Adaptation | —Unverified | 0 | 0 |
| Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification | Jun 7, 2019 | ClusteringDeep Learning | —Unverified | 0 | 0 |
| Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis | Mar 7, 2022 | Image GenerationImage Registration | —Unverified | 0 | 0 |
| Unsupervised Segmentation of Colonoscopy Images | Dec 19, 2023 | image-classificationImage Classification | —Unverified | 0 | 0 |
| U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs | Jun 25, 2025 | Edge DetectionMedical Image Analysis | —Unverified | 0 | 0 |
| Using deep learning for an automatic detection and classification of the vascular bifurcations along the Circle of Willis | Aug 29, 2023 | Medical Image Analysis | —Unverified | 0 | 0 |
| Variational Knowledge Distillation for Disease Classification in Chest X-Rays | Mar 19, 2021 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Virtual Adversarial Training for Semi-supervised Breast Mass Classification | Jan 25, 2022 | ClassificationMedical Image Analysis | —Unverified | 0 | 0 |