| Multi-task Ensembles with Crowdsourced Features Improve Skin Lesion Diagnosis | Apr 28, 2020 | DiagnosticMulti-Task Learning | CodeCode Available | 0 |
| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 |
| Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics | Apr 28, 2020 | DiagnosticDomain Generalization | —Unverified | 0 |
| Analysis of ensemble feature selection for correlated high-dimensional RNA-Seq cancer data | Apr 28, 2020 | Diagnosticfeature selection | —Unverified | 0 |
| Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL | Apr 28, 2020 | AllBenchmarking | CodeCode Available | 1 |
| Identification of Cervical Pathology using Adversarial Neural Networks | Apr 28, 2020 | Diagnosticimage-classification | —Unverified | 0 |
| 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 |
| Prescribing Deep Attentive Score Prediction Attracts Improved Student Engagement | Apr 27, 2020 | Collaborative FilteringDiagnostic | —Unverified | 0 |
| Transfer Learning for sEMG-based Hand Gesture Classification using Deep Learning in a Master-Slave Architecture | Apr 27, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Application of Deep Interpolation Network for Clustering of Physiologic Time Series | Apr 27, 2020 | ClusteringDiagnostic | —Unverified | 0 |
| Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-Ray Reports | Apr 26, 2020 | DescriptiveDiagnostic | —Unverified | 0 |
| POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS) | Apr 25, 2020 | DiagnosticSpecificity | CodeCode Available | 1 |
| A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis | Apr 25, 2020 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Rotated spectral principal component analysis (rsPCA) for identifying dynamical modes of variability in climate systems | Apr 23, 2020 | DiagnosticTime Series Analysis | —Unverified | 0 |
| Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks | Apr 23, 2020 | Binary ClassificationComputed Tomography (CT) | CodeCode Available | 0 |
| Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images | Apr 20, 2020 | ClusteringDiagnostic | CodeCode Available | 1 |
| Revisiting Initialization of Neural Networks | Apr 20, 2020 | Diagnosticimage-classification | —Unverified | 0 |
| Augmented Curation of Unstructured Clinical Notes from a Massive EHR System Reveals Specific Phenotypic Signature of Impending COVID-19 Diagnosis | Apr 17, 2020 | COVID-19 DiagnosisDiagnostic | —Unverified | 0 |
| Representation Learning of Histopathology Images using Graph Neural Networks | Apr 16, 2020 | DiagnosticRepresentation Learning | —Unverified | 0 |
| Analyzing analytical methods: The case of phonology in neural models of spoken language | Apr 15, 2020 | Diagnostic | CodeCode Available | 0 |
| JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation | Apr 15, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| An automatic COVID-19 CT segmentation network using spatial and channel attention mechanism | Apr 14, 2020 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Quantification of MagLIF morphology using the Mallat Scattering Transformation | Apr 13, 2020 | Diagnostic | —Unverified | 0 |
| Reverse Engineering Configurations of Neural Text Generation Models | Apr 13, 2020 | DiagnosticText Generation | —Unverified | 0 |
| Individual Tooth Detection and Identification from Dental Panoramic X-Ray Images via Point-wise Localization and Distance Regularization | Apr 12, 2020 | Diagnosticregression | —Unverified | 0 |
| Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images | Apr 12, 2020 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Improving Baseline Subtraction for Increased Sensitivity of Quantitative PCR Measurements | Apr 11, 2020 | DiagnosticSensitivity | —Unverified | 0 |
| Hi Sigma, do I have the Coronavirus?: Call for a New Artificial Intelligence Approach to Support Health Care Professionals Dealing With The COVID-19 Pandemic | Apr 10, 2020 | DiagnosticTransfer Learning | —Unverified | 0 |
| Probing Neural Language Models for Human Tacit Assumptions | Apr 10, 2020 | Diagnostic | —Unverified | 0 |
| Internal and external pressures on language emergence: least effort, object constancy and frequency | Apr 8, 2020 | DiagnosticPosition | —Unverified | 0 |
| Automated Smartphone based System for Diagnosis of Diabetic Retinopathy | Apr 7, 2020 | Diagnostic | —Unverified | 0 |
| FACT: A Diagnostic for Group Fairness Trade-offs | Apr 7, 2020 | AttributeDiagnostic | CodeCode Available | 0 |
| Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition | Apr 7, 2020 | DiagnosticImplicatures | CodeCode Available | 1 |
| Harmony-Search and Otsu based System for Coronavirus Disease (COVID-19) Detection using Lung CT Scan Images | Apr 6, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 0 |
| Probabilistic Diagnostic Tests for Degradation Problems in Supervised Learning | Apr 6, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Noisy Pooled PCR for Virus Testing | Apr 6, 2020 | Diagnostic | —Unverified | 0 |
| State Space Advanced Fuzzy Cognitive Map approach for automatic and non Invasive diagnosis of Coronary Artery Disease | Apr 3, 2020 | Diagnostic | —Unverified | 0 |
| Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis | Apr 3, 2020 | counterfactualDiagnostic | —Unverified | 0 |
| Deep Transfer Learning for Texture Classification in Colorectal Cancer Histology | Apr 3, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| Predicting the risk of pancreatic cancer with a CT-based ensemble AI algorithm | Apr 3, 2020 | DiagnosticPrognosis | —Unverified | 0 |
| Detection of Perineural Invasion in Prostate Needle Biopsies with Deep Neural Networks | Apr 3, 2020 | DiagnosticPrognosis | —Unverified | 0 |
| Coronavirus SARS-CoV-2: Analysis of subgenomic mRNA transcription, 3CLpro and PL2pro protease cleavage sites and protein synthesis | Apr 2, 2020 | Diagnostic | —Unverified | 0 |
| Heart Sound Segmentation using Bidirectional LSTMs with Attention | Apr 2, 2020 | DiagnosticSegmentation | —Unverified | 0 |
| Application of Structural Similarity Analysis of Visually Salient Areas and Hierarchical Clustering in the Screening of Similar Wireless Capsule Endoscopic Images | Apr 1, 2020 | ClusteringDiagnostic | —Unverified | 0 |
| Can Machine Learning Be Used to Recognize and Diagnose Coughs? | Apr 1, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Peri-Diagnostic Decision Support Through Cost-Efficient Feature Acquisition at Test-Time | Mar 31, 2020 | AttributeDiagnostic | —Unverified | 0 |
| Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality | Mar 27, 2020 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Bulbar ALS Detection Based on Analysis of Voice Perturbation and Vibrato | Mar 24, 2020 | ALS DetectionDiagnostic | CodeCode Available | 1 |
| Attention U-Net Based Adversarial Architectures for Chest X-ray Lung Segmentation | Mar 23, 2020 | COVID-19 Image SegmentationDiagnostic | —Unverified | 0 |
| Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection | Mar 22, 2020 | COVID-19 DiagnosisDeep Learning | —Unverified | 0 |