| Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images | Jul 1, 2021 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
| Estimating MRI Image Quality via Image Reconstruction Uncertainty | Jun 21, 2021 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| How can we learn (more) from challenges? A statistical approach to driving future algorithm development | Jun 17, 2021 | Instance SegmentationMedical Image Analysis | —Unverified | 0 |
| Multi-scale Neural ODEs for 3D Medical Image Registration | Jun 16, 2021 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning | Jun 11, 2021 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning | Jun 8, 2021 | Deep Reinforcement LearningImage Segmentation | CodeCode Available | 0 |
| Pathology-Aware Generative Adversarial Networks for Medical Image Augmentation | Jun 3, 2021 | Data AugmentationImage Augmentation | —Unverified | 0 |
| SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation | Jun 3, 2021 | Medical Image Analysismedical image detection | —Unverified | 0 |
| Quantifying Predictive Uncertainty in Medical Image Analysis with Deep Kernel Learning | Jun 1, 2021 | Medical Image AnalysisPrediction | CodeCode Available | 0 |
| Recent advances and clinical applications of deep learning in medical image analysis | May 27, 2021 | Deep LearningImage Registration | —Unverified | 0 |
| Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation | May 25, 2021 | DecoderMedical Image Analysis | —Unverified | 0 |
| Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation | May 25, 2021 | Adversarial AttackData Augmentation | —Unverified | 0 |
| A low-rank representation for unsupervised registration of medical images | May 20, 2021 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems | May 20, 2021 | Medical Image Analysiswhole slide images | —Unverified | 0 |
| Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images | May 19, 2021 | Anatomical Landmark DetectionAnatomy | —Unverified | 0 |
| Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain | May 5, 2021 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis | May 5, 2021 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer | May 5, 2021 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study | Apr 30, 2021 | Computed Tomography (CT)Denoising | CodeCode Available | 0 |
| Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph | Apr 29, 2021 | Medical Image Analysis | —Unverified | 0 |
| Medical Transformer: Universal Brain Encoder for 3D MRI Analysis | Apr 28, 2021 | Brain Tumor SegmentationMedical Image Analysis | —Unverified | 0 |
| Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays | Apr 28, 2021 | Medical Image Analysisregression | —Unverified | 0 |
| Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model | Apr 27, 2021 | DenoisingMedical Image Analysis | CodeCode Available | 0 |
| Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study | Apr 26, 2021 | Breast Cancer DetectionCancer-no cancer per image classification | —Unverified | 0 |
| A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation | Apr 22, 2021 | Image SegmentationIncremental Learning | —Unverified | 0 |