| Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective | Nov 4, 2020 | DenoisingMedical 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 |
| MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis | Oct 28, 2020 | AutoMLGeneral Classification | CodeCode Available | 2 |
| 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 |
| Deep learning based registration using spatial gradients and noisy segmentation labels | Oct 21, 2020 | Image RegistrationMedical Image Analysis | CodeCode Available | 1 |
| ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease | Oct 16, 2020 | feature selectionGeneral Classification | —Unverified | 0 |
| Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation | Oct 14, 2020 | Domain AdaptationLesion Segmentation | CodeCode Available | 1 |
| pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis | Oct 7, 2020 | Deep LearningMedical Image Analysis | CodeCode Available | 1 |
| Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications | Oct 7, 2020 | Data AugmentationImage-to-Image Translation | —Unverified | 0 |
| Fast Mesh Data Augmentation via Chebyshev Polynomial of Spectral filtering | Oct 6, 2020 | Data AugmentationMedical Image Analysis | —Unverified | 0 |
| Probabilistic 3D surface reconstruction from sparse MRI information | Oct 5, 2020 | 3D ReconstructionMedical Image Analysis | —Unverified | 0 |
| Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review | Oct 1, 2020 | COVID-19 DiagnosisDiagnostic | —Unverified | 0 |
| Realistic Image Normalization for Multi-Domain Segmentation | Sep 29, 2020 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Cross-Task Representation Learning for Anatomical Landmark Detection | Sep 28, 2020 | Anatomical Landmark DetectionFace Recognition | —Unverified | 0 |
| Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning | Sep 28, 2020 | Automated Pancreas SegmentationDeep Learning | —Unverified | 0 |
| Going to Extremes: Weakly Supervised Medical Image Segmentation | Sep 25, 2020 | BIG-bench Machine LearningImage Segmentation | CodeCode Available | 0 |
| Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network | Sep 25, 2020 | Brain Tumor SegmentationClassification | —Unverified | 0 |
| Learning Image Labels On-the-fly for Training Robust Classification Models | Sep 22, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| DeepDyve: Dynamic Verification for Deep Neural Networks | Sep 21, 2020 | Autonomous DrivingMedical Image Analysis | —Unverified | 0 |
| Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks | Sep 9, 2020 | Medical Image AnalysisTransfer Learning | CodeCode Available | 1 |
| Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method | Sep 7, 2020 | Adversarial AttackImage Reconstruction | —Unverified | 0 |
| Classification of Diabetic Retinopathy Using Unlabeled Data and Knowledge Distillation | Sep 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
