| Towards Automated Anamnesis Summarization: BERT-based Models for Symptom Extraction | Nov 3, 2020 | AttributeAttribute Extraction | —Unverified | 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 |
| ABNIRML: Analyzing the Behavior of Neural IR Models | Nov 2, 2020 | DiagnosticLanguage Modelling | CodeCode Available | 1 |
| Detection of Mental Health from Reddit via Deep Contextualized Representations | Nov 1, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| Ellipsis Translation for a Medical Speech to Speech Translation System | Nov 1, 2020 | DiagnosticSpeech-to-Speech Translation | —Unverified | 0 |
| How Effectively Can Machines Defend Against Machine-Generated Fake News? An Empirical Study | Nov 1, 2020 | DiagnosticSensitivity | —Unverified | 0 |
| Generating Accurate Electronic Health Assessment from Medical Graph | Nov 1, 2020 | Clinical KnowledgeDiagnostic | —Unverified | 0 |
| Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering | Nov 1, 2020 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| Dynamic radiomics: a new methodology to extract quantitative time-related features from tomographic images | Nov 1, 2020 | Diagnostic | —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 |
| Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatments | Oct 30, 2020 | DiagnosticRepresentation Learning | —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 |
| 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 |
| 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 |
| 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 |
| Novel Digital Camera with the PCIe Interface | Oct 29, 2020 | CPUDiagnostic | —Unverified | 0 |
| RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark | Oct 29, 2020 | Common Sense ReasoningDiagnostic | CodeCode Available | 1 |
| Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading | Oct 29, 2020 | Diabetic Retinopathy GradingDiagnostic | —Unverified | 0 |
| Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation | Oct 29, 2020 | DiagnosticMedical Code Prediction | CodeCode Available | 1 |
| Inference of ventricular activation properties from non-invasive electrocardiography | Oct 28, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Diagnostic data integration using deep neural networks for real-time plasma analysis | Oct 28, 2020 | Data IntegrationDiagnostic | —Unverified | 0 |
| Representation learning for improved interpretability and classification accuracy of clinical factors from EEG | Oct 28, 2020 | DiagnosticEEG | —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 |
| MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering | Oct 27, 2020 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| 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 |
| Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy | Oct 23, 2020 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels | Oct 23, 2020 | DiagnosticMedical Image Analysis | CodeCode Available | 0 |
| What is Wrong with Continual Learning in Medical Image Segmentation? | Oct 21, 2020 | Continual LearningDiagnostic | —Unverified | 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 |
| Convolutional-LSTM for Multi-Image to Single Output Medical Prediction | Oct 20, 2020 | Diagnostic | —Unverified | 0 |
| A semi-supervised autoencoder framework for joint generation and classification of breathing | Oct 19, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| A New Open-Access Platform for Measuring and Sharing mTBI Data | Oct 16, 2020 | Diagnostic | —Unverified | 0 |
| AI-based BMI Inference from Facial Images: An Application to Weight Monitoring | Oct 15, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Low-rank Convex/Sparse Thermal Matrix Approximation for Infrared-based Diagnostic System | Oct 14, 2020 | Breast Cancer DetectionClustering | —Unverified | 0 |
| Machine learning for the diagnosis of Parkinson's disease: A systematic review | Oct 13, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think! | Oct 13, 2020 | DiagnosticImage-text Classification | —Unverified | 0 |
| LASSR: Effective Super-Resolution Method for Plant Disease Diagnosis | Oct 12, 2020 | DiagnosticSuper-Resolution | —Unverified | 0 |
| Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI | Oct 12, 2020 | Artifact DetectionDiagnostic | —Unverified | 0 |
| Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy | Oct 12, 2020 | Data AugmentationDiagnostic | —Unverified | 0 |
| Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations | Oct 12, 2020 | DiagnosticInformation Retrieval | —Unverified | 0 |
| Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) | Oct 11, 2020 | Binary ClassificationDiagnostic | CodeCode Available | 1 |
| Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging | Oct 11, 2020 | DiagnosticImage Harmonization | —Unverified | 0 |
| Diagnosing and Preventing Instabilities in Recurrent Video Processing | Oct 10, 2020 | DenoisingDiagnostic | —Unverified | 0 |
| Sickle-cell disease diagnosis support selecting the most appropriate machinelearning method: Towards a general and interpretable approach for cellmorphology analysis from microscopy images | Oct 9, 2020 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| RBF-HS: Recursive Best-First Hitting Set Search | Oct 8, 2020 | DiagnosticHeuristic Search | —Unverified | 0 |
| Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs | Oct 7, 2020 | Conditional Image GenerationData Augmentation | CodeCode Available | 1 |
| MH-COVIDNet: Diagnosis of COVID-19 using Deep Neural Networks and Meta-heuristic-based Feature Selection on X-ray Images | Oct 6, 2020 | COVID-19 DiagnosisDeep Learning | CodeCode Available | 0 |