| MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures | Dec 30, 2020 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 |
| Classification of 12-lead ECGs: the PhysioNet/ Computing in Cardiology Challenge 2020 | Dec 29, 2020 | DiagnosticECG Classification | CodeCode Available | 1 |
| Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation | Dec 22, 2020 | DiagnosticDialogue Generation | CodeCode Available | 1 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| Learning Medical Image Denoising with Deep Dynamic Residual Attention Network | Dec 9, 2020 | DenoisingDiagnostic | CodeCode Available | 1 |
| DERAIL: Diagnostic Environments for Reward And Imitation Learning | Dec 2, 2020 | DiagnosticImitation Learning | CodeCode Available | 1 |
| Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-ray Images | Nov 11, 2020 | ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 |
| Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising | Nov 11, 2020 | DenoisingDiagnostic | CodeCode Available | 1 |
| Suppression of Correlated Noise with Similarity-based Unsupervised Deep Learning | Nov 6, 2020 | Computed Tomography (CT)Deep Learning | CodeCode Available | 1 |
| ABNIRML: Analyzing the Behavior of Neural IR Models | Nov 2, 2020 | DiagnosticLanguage Modelling | CodeCode Available | 1 |
| Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering | Nov 1, 2020 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation | Oct 29, 2020 | DiagnosticMedical Code Prediction | CodeCode Available | 1 |
| RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark | Oct 29, 2020 | Common Sense ReasoningDiagnostic | CodeCode Available | 1 |
| MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering | Oct 27, 2020 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy | Oct 23, 2020 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) | Oct 11, 2020 | Binary ClassificationDiagnostic | CodeCode Available | 1 |
| Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs | Oct 7, 2020 | Conditional Image GenerationData Augmentation | CodeCode Available | 1 |
| COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning | Sep 28, 2020 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| A Diagnostic Study of Explainability Techniques for Text Classification | Sep 25, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| A Mobile App for Wound Localization using Deep Learning | Sep 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| The role of feature space in atomistic learning | Sep 6, 2020 | Diagnostic | CodeCode Available | 1 |
| Deep Hypergraph U-Net for Brain Graph Embedding and Classification | Aug 30, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size | Aug 28, 2020 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training | Aug 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
