| A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges | Nov 12, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective | Nov 4, 2020 | DenoisingMedical Image Analysis | —Unverified | 0 |
| Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading | Nov 4, 2020 | Diabetic Retinopathy GradingMedical Image Analysis | —Unverified | 0 |
| U-Net and its variants for medical image segmentation: theory and applications | Nov 2, 2020 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| On the Performance of Convolutional Neural Networks under High and Low Frequency Information | Oct 30, 2020 | Data AugmentationFace Recognition | —Unverified | 0 |
| Does anatomical contextual information improve 3D U-Net based brain tumor segmentation? | Oct 26, 2020 | AnatomyBrain Tumor Segmentation | —Unverified | 0 |
| Context Aware 3D UNet for Brain Tumor Segmentation | Oct 25, 2020 | Brain Tumor SegmentationDecoder | —Unverified | 0 |
| Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels | Oct 23, 2020 | DiagnosticMedical Image Analysis | CodeCode Available | 0 |
| ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease | Oct 16, 2020 | feature selectionGeneral Classification | —Unverified | 0 |
| Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications | Oct 7, 2020 | Data AugmentationImage-to-Image Translation | —Unverified | 0 |
