| 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 |
| 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 |
| A robust and generalizable immune-relatedsignature for sepsis diagnostics | 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 |
| 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 |
| 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 |
| CheXphotogenic: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays | Nov 12, 2020 | Diagnostic | —Unverified | 0 |
| 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 |
| Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends | Nov 10, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| From Eye-blinks to State Construction: Diagnostic Benchmarks for Online Representation Learning | Nov 9, 2020 | Continual LearningDiagnostic | CodeCode Available | 0 |
| Clinical Landscape of COVID-19 Testing: Difficult Choices | Nov 9, 2020 | Diagnostic | —Unverified | 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 |
| Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs | Nov 6, 2020 | DiagnosticTransfer Learning | CodeCode Available | 0 |
| From Dataset Recycling to Multi-Property Extraction and Beyond | Nov 6, 2020 | DiagnosticMachine Reading Comprehension | CodeCode Available | 0 |
| Chest X-ray Image Phase Features for Improved Diagnosis of COVID-19 Using Convolutional Neural Network | Nov 6, 2020 | DiagnosticImage Enhancement | 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 |
| Towards Automated Anamnesis Summarization: BERT-based Models for Symptom Extraction | Nov 3, 2020 | AttributeAttribute Extraction | —Unverified | 0 |
| Recommendations for Bayesian hierarchical model specifications for case-control studies in mental health | Nov 3, 2020 | Diagnostic | CodeCode Available | 0 |
| The Gap on GAP: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets | Nov 3, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English | Nov 2, 2020 | DiagnosticSentence | CodeCode Available | 0 |
| Generating Accurate Electronic Health Assessment from Medical Graph | Nov 1, 2020 | Clinical KnowledgeDiagnostic | —Unverified | 0 |
| Ellipsis Translation for a Medical Speech to Speech Translation System | Nov 1, 2020 | DiagnosticSpeech-to-Speech Translation | —Unverified | 0 |
| Dynamic radiomics: a new methodology to extract quantitative time-related features from tomographic images | Nov 1, 2020 | Diagnostic | —Unverified | 0 |
| How Effectively Can Machines Defend Against Machine-Generated Fake News? An Empirical Study | Nov 1, 2020 | DiagnosticSensitivity | —Unverified | 0 |
| Detection of Mental Health from Reddit via Deep Contextualized Representations | Nov 1, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| Deep learning in the ultrasound evaluation of neonatal respiratory status | Oct 31, 2020 | Deep LearningDescriptive | —Unverified | 0 |
| A Novel Semi-Supervised Data-Driven Method for Chiller Fault Diagnosis with Unlabeled Data | Oct 31, 2020 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19 | Oct 30, 2020 | DiagnosticTransfer Learning | —Unverified | 0 |
| CT-CAPS: Feature Extraction-based Automated Framework for COVID-19 Disease Identification from Chest CT Scans using Capsule Networks | Oct 30, 2020 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatments | Oct 30, 2020 | DiagnosticRepresentation Learning | —Unverified | 0 |
| Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides | Oct 30, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| COVID-FACT: A Fully-Automated Capsule Network-based Framework for Identification of COVID-19 Cases from Chest CT scans | Oct 30, 2020 | Computed Tomography (CT)Data Augmentation | CodeCode Available | 0 |
| Novel Digital Camera with the PCIe Interface | Oct 29, 2020 | CPUDiagnostic | —Unverified | 0 |
| Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading | Oct 29, 2020 | Diabetic Retinopathy GradingDiagnostic | —Unverified | 0 |
| Inference of ventricular activation properties from non-invasive electrocardiography | Oct 28, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Representation learning for improved interpretability and classification accuracy of clinical factors from EEG | Oct 28, 2020 | DiagnosticEEG | —Unverified | 0 |
| Diagnostic data integration using deep neural networks for real-time plasma analysis | Oct 28, 2020 | Data IntegrationDiagnostic | —Unverified | 0 |
| Optimisation des parcours patients pour lutter contre l'errance de diagnostic des patients atteints de maladies rares | Oct 27, 2020 | Diagnostic | —Unverified | 0 |
| GO FIGURE: A Meta Evaluation of Factuality in Summarization | Oct 24, 2020 | Common Sense ReasoningDiagnostic | —Unverified | 0 |
| Measuring the `I don't know' Problem through the Lens of Gricean Quantity | Oct 24, 2020 | Diagnostic | —Unverified | 0 |
| Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels | Oct 23, 2020 | DiagnosticMedical Image Analysis | CodeCode Available | 0 |
| Quasi Error-free Text Classification and Authorship Recognition in a large Corpus of English Literature based on a Novel Feature Set | Oct 21, 2020 | DiagnosticSentiment Analysis | —Unverified | 0 |