| A reinforcement learning approach for VQA validation: an application to diabetic macular edema grading | Jul 19, 2023 | Medical Image AnalysisQuestion Answering | —Unverified | 0 | 0 |
| A Residual Multi-task Network for Joint Classification and Regression in Medical Imaging | Feb 27, 2025 | image-classificationImage Classification | —Unverified | 0 | 0 |
| A Review of Causality for Learning Algorithms in Medical Image Analysis | Jun 11, 2022 | BIG-bench Machine LearningMedical Image Analysis | —Unverified | 0 | 0 |
| A Review of Predictive and Contrastive Self-supervised Learning for Medical Images | Feb 10, 2023 | Deep LearningMedical Image Analysis | —Unverified | 0 | 0 |
| A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges | Nov 12, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 | 0 |
| A review of uncertainty quantification in medical image analysis: probabilistic and non-probabilistic methods | Oct 9, 2023 | Medical Image AnalysisUncertainty Quantification | —Unverified | 0 | 0 |
| Classification of White Blood Cells Using Machine and Deep Learning Models: A Systematic Review | Aug 11, 2023 | ClassificationData Augmentation | —Unverified | 0 | 0 |
| A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis | Jan 28, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 | 0 |
| Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review | Mar 25, 2021 | Medical Image Analysis | —Unverified | 0 | 0 |
| A scoping review of transfer learning research on medical image analysis using ImageNet | Apr 27, 2020 | ArticlesData Augmentation | —Unverified | 0 | 0 |
| A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation | Jan 1, 2025 | DecoderImage Segmentation | —Unverified | 0 | 0 |
| ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease | Oct 16, 2020 | feature selectionGeneral Classification | —Unverified | 0 | 0 |
| A Steerable Deep Network for Model-Free Diffusion MRI Registration | Jan 8, 2025 | Diffusion MRIMedical Image Analysis | —Unverified | 0 | 0 |
| A Survey of Crowdsourcing in Medical Image Analysis | Feb 25, 2019 | Medical Image AnalysisSurvey | —Unverified | 0 | 0 |
| A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data | May 21, 2024 | Contrastive LearningKnowledge Base Construction | —Unverified | 0 | 0 |
| Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review | Sep 27, 2022 | FairnessMedical Image Analysis | —Unverified | 0 | 0 |
| A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis | Oct 7, 2019 | Active LearningDeep Learning | —Unverified | 0 | 0 |
| A Survey on Deep Learning in Medical Image Analysis | Feb 19, 2017 | Deep LearningGeneral Classification | —Unverified | 0 | 0 |
| A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis | Apr 25, 2020 | Anomaly DetectionDiagnostic | —Unverified | 0 | 0 |
| A Survey on Non-rigid 3D Shape Analysis | Dec 25, 2018 | Medical Image AnalysisRetrieval | —Unverified | 0 | 0 |
| A Survey on Trustworthiness in Foundation Models for Medical Image Analysis | Jul 3, 2024 | DiagnosticFairness | —Unverified | 0 | 0 |
| A Survey on Vision Autoregressive Model | Nov 13, 2024 | 3D GenerationBenchmarking | —Unverified | 0 | 0 |
| A Systematic Review of Few-Shot Learning in Medical Imaging | Sep 20, 2023 | ArticlesFew-Shot Learning | —Unverified | 0 | 0 |
| A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis | May 23, 2024 | Medical Image Analysis | —Unverified | 0 | 0 |
| A Tour of Unsupervised Deep Learning for Medical Image Analysis | Dec 19, 2018 | Deep LearningGenerative Adversarial Network | —Unverified | 0 | 0 |
| A training-free recursive multiresolution framework for diffeomorphic deformable image registration | Feb 1, 2022 | Image RegistrationMedical Image Analysis | —Unverified | 0 | 0 |
| A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI | Sep 20, 2019 | Medical Image AnalysisSegmentation | —Unverified | 0 | 0 |
| A Trustworthy Framework for Medical Image Analysis with Deep Learning | Dec 6, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 | 0 |
| ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation | Jun 24, 2020 | Autonomous DrivingImage Segmentation | —Unverified | 0 | 0 |
| Attention-based Dynamic Subspace Learners for Medical Image Analysis | Jun 18, 2022 | ClusteringImage Clustering | —Unverified | 0 | 0 |
| Augmentation based unsupervised domain adaptation | Feb 23, 2022 | Anomaly DetectionDomain Adaptation | —Unverified | 0 | 0 |
| A unified 3D framework for Organs at Risk Localization and Segmentation for Radiation Therapy Planning | Mar 1, 2022 | Medical Image AnalysisOrgan Segmentation | —Unverified | 0 | 0 |
| A unified representation network for segmentation with missing modalities | Aug 19, 2019 | Medical Image AnalysisSegmentation | —Unverified | 0 | 0 |
| Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation | Apr 20, 2021 | Federated LearningImage Segmentation | —Unverified | 0 | 0 |
| Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture | Jul 21, 2022 | AutoMLData Augmentation | —Unverified | 0 | 0 |
| Automated COVID-19 CT Image Classification using Multi-head Channel Attention in Deep CNN | Jul 31, 2023 | Computed Tomography (CT)Diagnostic | —Unverified | 0 | 0 |
| Automated Localization of Blood Vessels in Retinal Images | Oct 22, 2023 | Medical Image Analysis | —Unverified | 0 | 0 |
| Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning | Sep 28, 2020 | Automated Pancreas SegmentationDeep Learning | —Unverified | 0 | 0 |
| Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks | Mar 31, 2022 | Binary ClassificationDeep Learning | —Unverified | 0 | 0 |
| Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives | Dec 6, 2024 | Date UnderstandingDecision Making | —Unverified | 0 | 0 |
| Automatic segmentation of prostate zones | Jun 19, 2018 | AnatomyMedical Image Analysis | —Unverified | 0 | 0 |
| Automatic tracking of vessel-like structures from a single starting point | Jun 8, 2017 | Medical Image Analysis | —Unverified | 0 | 0 |
| Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features | Jan 29, 2019 | Medical Image Analysis | —Unverified | 0 | 0 |
| AutoML Systems For Medical Imaging | Jun 7, 2023 | AutoMLDiagnostic | —Unverified | 0 | 0 |
| AutoMO-Mixer: An automated multi-objective multi-layer perspecton Mixer model for medical image based diagnosis | Sep 29, 2021 | Bayesian OptimizationMedical Image Analysis | —Unverified | 0 | 0 |
| Backdooring Outlier Detection Methods: A Novel Attack Approach | Dec 6, 2024 | Autonomous DrivingBackdoor Attack | —Unverified | 0 | 0 |
| Bag-Level Aggregation for Multiple Instance Active Learning in Instance Classification Problems | Oct 6, 2017 | Active LearningGeneral Classification | —Unverified | 0 | 0 |
| Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Images for Segmentation | May 8, 2020 | Medical Image AnalysisSegmentation | —Unverified | 0 | 0 |
| Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation | Jul 29, 2022 | Image SegmentationLesion Segmentation | —Unverified | 0 | 0 |
| Beyond the Leaderboard: Insight and Deployment Challenges to Address Research Problems | Oct 26, 2018 | Medical Image Analysis | —Unverified | 0 | 0 |