| Evidential segmentation of 3D PET/CT images | Apr 27, 2021 | Medical Image AnalysisSegmentation | CodeCode Available | 1 |
| An optical neural network using less than 1 photon per multiplication | Apr 27, 2021 | Medical Image Analysis | CodeCode Available | 1 |
| 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 |
| PocketNet: A Smaller Neural Network for Medical Image Analysis | Apr 21, 2021 | Deep LearningGPU | CodeCode Available | 0 |
| SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data | Apr 21, 2021 | Medical DiagnosisMedical Image Analysis | CodeCode Available | 0 |
| Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation | Apr 20, 2021 | Federated LearningImage Segmentation | —Unverified | 0 |
| Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation | Apr 13, 2021 | Active LearningGeneral Classification | —Unverified | 0 |
| Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation | Apr 5, 2021 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation | Apr 2, 2021 | Autonomous DrivingDecoder | —Unverified | 0 |
| Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray Images | Mar 31, 2021 | Medical Image AnalysisSemantic Segmentation | —Unverified | 0 |
| Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation | Mar 30, 2021 | Medical Image AnalysisOne-Shot Segmentation | —Unverified | 0 |
| Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Training | Mar 30, 2021 | Cancer ClassificationData Augmentation | CodeCode Available | 0 |
| Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future | Mar 27, 2021 | Deep LearningDiagnostic | —Unverified | 0 |
| Task-Oriented Low-Dose CT Image Denoising | Mar 25, 2021 | DenoisingImage Denoising | CodeCode Available | 0 |
| Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review | Mar 25, 2021 | Medical Image Analysis | —Unverified | 0 |
| Roughness Index and Roughness Distance for Benchmarking Medical Segmentation | Mar 23, 2021 | BenchmarkingImage Segmentation | CodeCode Available | 0 |
| Channel Scaling: A Scale-and-Select Approach for Transfer Learning | Mar 22, 2021 | Medical Image AnalysisTransfer Learning | —Unverified | 0 |
| Multi-view analysis of unregistered medical images using cross-view transformers | Mar 21, 2021 | Medical Image Analysis | CodeCode Available | 1 |
| Variational Knowledge Distillation for Disease Classification in Chest X-Rays | Mar 19, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Cascaded Feature Warping Network for Unsupervised Medical Image Registration | Mar 15, 2021 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Deep Learning for Chest X-ray Analysis: A Survey | Mar 15, 2021 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Principled Ultrasound Data Augmentation for Classification of Standard Planes | Mar 14, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| TransMed: Transformers Advance Multi-modal Medical Image Classification | Mar 10, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
