| Unsupervised Learning of Particle Image Velocimetry | Jul 28, 2020 | DiagnosticOptical Flow Estimation | CodeCode Available | 1 |
| Pan-Cancer Computational Histopathology (PC-CHiP) analysis using deep learning | Jul 27, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| A Benchmark of Medical Out of Distribution Detection | Jul 8, 2020 | DiagnosticMedical Diagnosis | CodeCode Available | 1 |
| KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base | Jul 8, 2020 | AttributeDiagnostic | CodeCode Available | 1 |
| Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis | Jul 5, 2020 | DiagnosticDomain Adaptation | CodeCode Available | 1 |
| SACNN: Self-Attention Convolutional Neural Network for Low-Dose CT Denoising With Self-Supervised Perceptual Loss Network | Jul 1, 2020 | Computed Tomography (CT)Denoising | CodeCode Available | 1 |
| CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimization | Jul 1, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning | Jun 30, 2020 | ClassificationComputed Tomography (CT) | CodeCode Available | 1 |
| Multi-level colonoscopy malignant tissue detection with adversarial CAC-UNet | Jun 29, 2020 | DiagnosticSegmentation | CodeCode Available | 1 |
| CheXpert++: Approximating the CheXpert labeler for Speed,Differentiability, and Probabilistic Output | Jun 26, 2020 | Active LearningDiagnostic | CodeCode Available | 1 |
| Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary | Jun 24, 2020 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data | Jun 10, 2020 | BIG-bench Machine LearningCOVID-19 Diagnosis | CodeCode Available | 1 |
| OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms | Jun 10, 2020 | Diagnosticfeature selection | CodeCode Available | 1 |
| VAEs in the Presence of Missing Data | Jun 9, 2020 | DecoderDiagnostic | CodeCode Available | 1 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients | Jun 1, 2020 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| Deep Learning for Automatic Pneumonia Detection | May 28, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Machine Learning-Based Unbalance Detection of a Rotating Shaft Using Vibration Data | May 26, 2020 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 1 |
| Graph-based, Self-Supervised Program Repair from Diagnostic Feedback | May 20, 2020 | Code GenerationDiagnostic | CodeCode Available | 1 |
| Ultrasound Video Summarization using Deep Reinforcement Learning | May 19, 2020 | Deep Reinforcement LearningDiagnostic | CodeCode Available | 1 |
| Improve robustness of DNN for ECG signal classification:a noise-to-signal ratio perspective | May 18, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19 | Apr 30, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 |
| Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks | Apr 28, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL | Apr 28, 2020 | AllBenchmarking | CodeCode Available | 1 |
| POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS) | Apr 25, 2020 | DiagnosticSpecificity | CodeCode Available | 1 |
| Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images | Apr 20, 2020 | ClusteringDiagnostic | CodeCode Available | 1 |
| JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation | Apr 15, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition | Apr 7, 2020 | DiagnosticImplicatures | CodeCode Available | 1 |
| Bulbar ALS Detection Based on Analysis of Voice Perturbation and Vibrato | Mar 24, 2020 | ALS DetectionDiagnostic | CodeCode Available | 1 |
| SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification | Mar 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis | Feb 24, 2020 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT | Feb 19, 2020 | COVID-19 Image SegmentationDiagnostic | CodeCode Available | 1 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | CodeCode Available | 1 |
| Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models | Jan 15, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search | Jan 2, 2020 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis | Nov 17, 2019 | DiagnosticDomain Adaptation | CodeCode Available | 1 |
| Style is NOT a single variable: Case Studies for Cross-Style Language Understanding | Nov 9, 2019 | DiagnosticSentence | CodeCode Available | 1 |
| CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning | Oct 10, 2019 | DiagnosticObject | CodeCode Available | 1 |
| CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text | Aug 16, 2019 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
| Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides | Aug 12, 2019 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces | Jul 10, 2019 | DiagnosticImage Quality Assessment | CodeCode Available | 1 |
| Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer | May 26, 2019 | Breast Cancer DetectionDiagnostic | CodeCode Available | 1 |
| Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics | Dec 11, 2018 | Diagnostic | CodeCode Available | 1 |
| Lesion Focused Super-Resolution | Oct 15, 2018 | Brain Tumor SegmentationDiagnostic | CodeCode Available | 1 |
| Baseline wander removal methods for ECG signals: A comparative study | Jul 30, 2018 | Diagnostic | CodeCode Available | 1 |
| Learning what and where to attend | May 22, 2018 | DiagnosticImage Categorization | CodeCode Available | 1 |
| GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding | Apr 20, 2018 | DiagnosticNatural Language Inference | CodeCode Available | 1 |
| ListOps: A Diagnostic Dataset for Latent Tree Learning | Apr 17, 2018 | DiagnosticListOps | CodeCode Available | 1 |
| The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions | Mar 28, 2018 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 1 |
