| Likelihood-Free Frequentist Inference: Bridging Classical Statistics and Machine Learning for Reliable Simulator-Based Inference | Jul 8, 2021 | DiagnosticOpen-Ended Question Answering | CodeCode Available | 1 |
| RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting | Jul 5, 2021 | DiagnosticText Generation | CodeCode Available | 1 |
| Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling | Jun 19, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis | Jun 17, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 1 |
| Tackling the Challenges in Scene Graph Generation with Local-to-Global Interactions | Jun 16, 2021 | Bidirectional Relationship ClassificationDiagnostic | CodeCode Available | 1 |
| nnDetection: A Self-configuring Method for Medical Object Detection | Jun 1, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Classification of Brain Tumours in MR Images using Deep Spatiospatial Models | May 28, 2021 | DiagnosticTumour Classification | CodeCode Available | 1 |
| Window-Level is a Strong Denoising Surrogate | May 15, 2021 | DenoisingDiagnostic | CodeCode Available | 1 |
| The DEVIL is in the Details: A Diagnostic Evaluation Benchmark for Video Inpainting | May 11, 2021 | AttributeDiagnostic | CodeCode Available | 1 |
| Order in the Court: Explainable AI Methods Prone to Disagreement | May 7, 2021 | Diagnostic | CodeCode Available | 1 |
| XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation | Apr 15, 2021 | Cross-Lingual TransferDiagnostic | CodeCode Available | 1 |
| Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration | Apr 14, 2021 | AnatomyDiagnostic | CodeCode Available | 1 |
| CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting | Apr 8, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| OXnet: Omni-supervised Thoracic Disease Detection from Chest X-rays | Apr 7, 2021 | DiagnosticLesion Detection | CodeCode Available | 1 |
| Local Metrics for Multi-Object Tracking | Apr 6, 2021 | DiagnosticMulti-Object Tracking | CodeCode Available | 1 |
| Online Forecasting and Anomaly Detection Based on the ARIMA Model | Apr 2, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations | Mar 19, 2021 | Diagnostic | CodeCode Available | 1 |
| Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles | Mar 8, 2021 | ArticlesDiagnostic | CodeCode Available | 1 |
| CheXternal: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays and External Clinical Settings | Feb 17, 2021 | Diagnostic | CodeCode Available | 1 |
| Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification | Feb 2, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Diagnosis of Intelligent Reflecting Surface in Millimeter-wave Communication Systems | Jan 11, 2021 | compressed sensingDiagnostic | CodeCode Available | 1 |
| DeepFilter: an ECG baseline wander removal filter using deep learning techniques | Jan 9, 2021 | DiagnosticECG Denoising | CodeCode Available | 1 |
| A Deep Learning Approach for COVID-19 & Viral Pneumonia Screening with X-ray Images | Jan 2, 2021 | Diagnostic | CodeCode Available | 1 |
| DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue | Jan 1, 2021 | DiagnosticObject Tracking | CodeCode Available | 1 |
| HateCheck: Functional Tests for Hate Speech Detection Models | Dec 31, 2020 | DiagnosticHate Speech Detection | CodeCode Available | 1 |
