| Nonlinear Regression with a Convolutional Encoder-Decoder for Remote Monitoring of Surface Electrocardiograms | Dec 10, 2020 | DecoderDiagnostic | —Unverified | 0 |
| Effect of Different Batch Size Parameters on Predicting of COVID19 Cases | Dec 10, 2020 | Diagnostic | —Unverified | 0 |
| Ensemble-CVDNet: A Deep Learning based End-to-End Classification Framework for COVID-19 Detection using Ensembles of Networks | Dec 9, 2020 | DiagnosticGPU | CodeCode Available | 0 |
| Learning Medical Image Denoising with Deep Dynamic Residual Attention Network | Dec 9, 2020 | DenoisingDiagnostic | CodeCode Available | 1 |
| Flow-based Deformation Guidance for Unpaired Multi-Contrast MRI Image-to-Image Translation | Dec 3, 2020 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Motion-based Camera Localization System in Colonoscopy Videos | Dec 3, 2020 | Camera LocalizationDiagnostic | —Unverified | 0 |
| COVID-CLNet: COVID-19 Detection with Compressive Deep Learning Approaches | Dec 3, 2020 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| DERAIL: Diagnostic Environments for Reward And Imitation Learning | Dec 2, 2020 | DiagnosticImitation Learning | CodeCode Available | 1 |
| German-Arabic Speech-to-Speech Translation for Psychiatric Diagnosis | Dec 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Would you describe a leopard as yellow? Evaluating crowd-annotations with justified and informative disagreement | Dec 1, 2020 | Diagnosticvalid | —Unverified | 0 |
| One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer | Dec 1, 2020 | Diagnosticwhole slide images | —Unverified | 0 |
| Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment | Dec 1, 2020 | DiagnosticRepresentation Learning | —Unverified | 0 |
| Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains | Dec 1, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| ViDi: Descriptive Visual Data Clustering as Radiologist Assistant in COVID-19 Streamline Diagnostic | Nov 30, 2020 | ClusteringDecision Making | —Unverified | 0 |
| Deep Interactive Denoiser (DID) for X-Ray Computed Tomography | Nov 30, 2020 | Diagnostic | —Unverified | 0 |
| Improved Diagnosis of Tibiofemoral Cartilage Defects on MRI Images Using Deep Learning | Nov 30, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Automated Prostate Cancer Diagnosis Based on Gleason Grading Using Convolutional Neural Network | Nov 29, 2020 | Data AugmentationDiagnostic | —Unverified | 0 |
| A smartphone based multi input workflow for non-invasive estimation of haemoglobin levels using machine learning techniques | Nov 29, 2020 | Active LearningDiagnostic | —Unverified | 0 |
| MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis | Nov 28, 2020 | DiagnosticImage-to-Image Translation | —Unverified | 0 |
| Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19 | Nov 26, 2020 | DiagnosticImage Retrieval | —Unverified | 0 |
| Large-scale machine learning-based phenotyping significantly improves genomic discovery for optic nerve head morphology | Nov 25, 2020 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization | Nov 25, 2020 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Screening COVID-19 cases using Deep Neural Networks with X-ray images | Nov 24, 2020 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Fully Automated Mitral Inflow Doppler Analysis Using Deep Learning | Nov 24, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| A robust and generalizable immune-relatedsignature for sepsis diagnostics | Nov 23, 2020 | Diagnostic | —Unverified | 0 |
| Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging | Nov 23, 2020 | ClassificationCOVID-19 Diagnosis | —Unverified | 0 |
| Accurate and Rapid Diagnosis of COVID-19 Pneumonia with Batch Effect Removal of Chest CT-Scans and Interpretable Artificial Intelligence | Nov 23, 2020 | Diagnostic | —Unverified | 0 |
| Deep LF-Net: Semantic Lung Segmentation from Indian Chest Radiographs Including Severely Unhealthy Images | Nov 19, 2020 | DiagnosticSegmentation | —Unverified | 0 |
| Extracting and Learning Fine-Grained Labels from Chest Radiographs | Nov 18, 2020 | Diagnostic | —Unverified | 0 |
| ResCovNet: A Deep Learning-Based Architecture For COVID-19 Detection From Chest CT Scan Images | Nov 17, 2020 | BIG-bench Machine LearningComputed Tomography (CT) | —Unverified | 0 |
| Noise-Resilient Automatic Interpretation of Holter ECG Recordings | Nov 17, 2020 | Diagnostic | —Unverified | 0 |
| A Digital Image Processing Approach for Hepatic Diseases Staging based on the Glisson's Capsule | Nov 17, 2020 | Diagnostic | —Unverified | 0 |
| Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets | Nov 17, 2020 | Diagnostic | —Unverified | 0 |
| Assistive Diagnostic Tool for Brain Tumor Detection using Computer Vision | Nov 17, 2020 | DiagnosticSegmentation | —Unverified | 0 |
| CheXphotogenic: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays | Nov 12, 2020 | Diagnostic | —Unverified | 0 |
| Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-ray Images | Nov 11, 2020 | ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 |
| Monitoring and Diagnosability of Perception Systems | Nov 11, 2020 | CPUDiagnostic | —Unverified | 0 |
| Exploring Gender Disparities in Time to Diagnosis | Nov 11, 2020 | DiagnosticFairness | —Unverified | 0 |
| 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 |
| Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends | Nov 10, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Clinical Landscape of COVID-19 Testing: Difficult Choices | Nov 9, 2020 | Diagnostic | —Unverified | 0 |
| From Eye-blinks to State Construction: Diagnostic Benchmarks for Online Representation Learning | Nov 9, 2020 | Continual LearningDiagnostic | CodeCode Available | 0 |
| Automated Grading System of Retinal Arterio-venous Crossing Patterns: A Deep Learning Approach Replicating Ophthalmologist's Diagnostic Process of Arteriolosclerosis | Nov 7, 2020 | Diagnostic | CodeCode Available | 0 |
| From Dataset Recycling to Multi-Property Extraction and Beyond | Nov 6, 2020 | DiagnosticMachine Reading Comprehension | CodeCode Available | 0 |
| Suppression of Correlated Noise with Similarity-based Unsupervised Deep Learning | Nov 6, 2020 | Computed Tomography (CT)Deep Learning | CodeCode Available | 1 |
| Chest X-ray Image Phase Features for Improved Diagnosis of COVID-19 Using Convolutional Neural Network | Nov 6, 2020 | DiagnosticImage Enhancement | CodeCode Available | 0 |
| Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs | Nov 6, 2020 | DiagnosticTransfer Learning | CodeCode Available | 0 |
| Towards a quantitative assessment of neurodegeneration in Alzheimer's disease | Nov 6, 2020 | DiagnosticManagement | —Unverified | 0 |
| Nonparametric Variable Screening with Optimal Decision Stumps | Nov 5, 2020 | DiagnosticModel Selection | —Unverified | 0 |
| Recommendations for Bayesian hierarchical model specifications for case-control studies in mental health | Nov 3, 2020 | Diagnostic | CodeCode Available | 0 |