| Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning with MRI Images | Mar 20, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Accuracy of MRI Classification Algorithms in a Tertiary Memory Center Clinical Routine Cohort | Mar 19, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Image Quality Transfer Enhances Contrast and Resolution of Low-Field Brain MRI in African Paediatric Epilepsy Patients | Mar 16, 2020 | DiagnosticManagement | —Unverified | 0 |
| Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating | Mar 15, 2020 | ClassificationData Augmentation | —Unverified | 0 |
| Towards Causality-Aware Inferring: A Sequential Discriminative Approach for Medical Diagnosis | Mar 14, 2020 | DiagnosticMedical Diagnosis | CodeCode Available | 0 |
| A Computer-Aided Diagnosis System Using Artificial Intelligence for Hip Fractures -Multi-Institutional Joint Development Research- | Mar 11, 2020 | BIG-bench Machine LearningComputed Tomography (CT) | —Unverified | 0 |
| SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification | Mar 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| Reduction of Surgical Risk Through the Evaluation of Medical Imaging Diagnostics | Mar 8, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Beyond Application End-Point Results: Quantifying Statistical Robustness of MCMC Accelerators | Mar 5, 2020 | Diagnostic | —Unverified | 0 |
| Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images | Mar 3, 2020 | Diagnostic | —Unverified | 0 |
| An Audio-Based Fault Diagnosis Method for Quadrotors Using Convolutional Neural Network and Transfer Learning | Mar 2, 2020 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Identification of primary and collateral tracks in stuttered speech | Mar 2, 2020 | Diagnostic | —Unverified | 0 |
| Explainable and Scalable Machine-Learning Algorithms for Detection of Autism Spectrum Disorder using fMRI Data | Mar 2, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Learning Cross-domain Generalizable Features by Representation Disentanglement | Feb 29, 2020 | DiagnosticDisentanglement | —Unverified | 0 |
| Feasibility of Heart Sound Analysis in Individuals Supported with Left Ventricular Assist Devices | Feb 27, 2020 | Diagnostic | —Unverified | 0 |
| Automatic Segmentation, Feature Extraction and Comparison of Healthy and Stroke Cerebral Vasculature | Feb 25, 2020 | Diagnostic | —Unverified | 0 |
| Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks | Feb 25, 2020 | 3D Semantic SegmentationDiagnostic | —Unverified | 0 |
| LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis | Feb 24, 2020 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia | Feb 21, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | —Unverified | 0 |
| Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT | Feb 19, 2020 | COVID-19 Image SegmentationDiagnostic | CodeCode Available | 1 |
| StimDust: A mm-scale implantable wireless precision neural stimulator with ultrasonic power and communication | Feb 15, 2020 | Diagnostic | —Unverified | 0 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | CodeCode Available | 1 |
| A comprehensive review on convolutional neural network in machine fault diagnosis | Feb 13, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints | Feb 13, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Deep Learning-based End-to-end Diagnosis System for Avascular Necrosis of Femoral Head | Feb 12, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Statistical aspects of nuclear mass models | Feb 11, 2020 | DiagnosticUncertainty Quantification | —Unverified | 0 |
| Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation | Feb 7, 2020 | De-identificationDiagnostic | —Unverified | 0 |
| On the limits of cross-domain generalization in automated X-ray prediction | Feb 6, 2020 | DiagnosticDomain Generalization | CodeCode Available | 2 |
| Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control | Jan 31, 2020 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach | Jan 26, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Addressing The False Negative Problem of MRI Reconstruction Networks by Adversarial Attacks and Robust Training | Jan 25, 2020 | DiagnosticMRI Reconstruction | —Unverified | 0 |
| Prostate Cancer Semantic Segmentation by Gleason Score Group in bi-parametric MRI with Self Attention Model on the Peripheral Zone | Jan 25, 2020 | DiagnosticSemantic Segmentation | —Unverified | 0 |
| Characterization of blood pressure and heart rate oscillations of POTS patients via uniform phase empirical mode decomposition | Jan 24, 2020 | Diagnostic | —Unverified | 0 |
| Dynamic multi-object Gaussian process models: A framework for data-driven functional modelling of human joints | Jan 22, 2020 | DiagnosticManagement | CodeCode Available | 0 |
| Representation Learning for Medical Data | Jan 22, 2020 | DiagnosticDisease Prediction | CodeCode Available | 0 |
| A Price-Per-Attention Auction Scheme Using Mouse Cursor Information | Jan 21, 2020 | Diagnostic | —Unverified | 0 |
| The Risk to Population Health Equity Posed by Automated Decision Systems: A Narrative Review | Jan 18, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models | Jan 15, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| A Two-Stream Meticulous Processing Network for Retinal Vessel Segmentation | Jan 15, 2020 | DiagnosticRetinal Vessel Segmentation | —Unverified | 0 |
| Diabetic Retinopathy detection by retinal image recognizing | Jan 14, 2020 | Diabetic Retinopathy DetectionDiagnostic | —Unverified | 0 |
| Exploiting Language Instructions for Interpretable and Compositional Reinforcement Learning | Jan 13, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks | Jan 8, 2020 | DiagnosticSegmentation | —Unverified | 0 |
| Deep OCT Angiography Image Generation for Motion Artifact Suppression | Jan 8, 2020 | DiagnosticImage Generation | —Unverified | 0 |
| A System for Real-Time Interactive Analysis of Deep Learning Training | Jan 5, 2020 | 3D Action RecognitionDiagnostic | CodeCode Available | 2 |
| The Real-World-Weight Cross-Entropy Loss Function: Modeling the Costs of Mislabeling | Jan 3, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data | Jan 2, 2020 | Diagnostic | —Unverified | 0 |
| NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search | Jan 2, 2020 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Model-Agnostic Characterization of Fairness Trade-offs | Jan 1, 2020 | DiagnosticFairness | —Unverified | 0 |
| A Common Gene Expression Signature Analysis Method for Multiple Types of Cancer | Dec 28, 2019 | ClusteringDiagnostic | —Unverified | 0 |
| Opportunities and Challenges of Deep Learning Methods for Electrocardiogram Data: A Systematic Review | Dec 28, 2019 | Deep LearningDenoising | CodeCode Available | 0 |