| Community-preserving Graph Convolutions for Structural and Functional Joint Embedding of Brain Networks | Nov 8, 2019 | DiagnosticFunctional Connectivity | —Unverified | 0 |
| A multiple testing framework for diagnostic accuracy studies with co-primary endpoints | Nov 8, 2019 | DiagnosticModel Selection | CodeCode Available | 0 |
| Assessing the Frontier: Active Learning, Model Accuracy, and Multi-objective Materials Discovery and Optimization | Nov 6, 2019 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer | Nov 6, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| OtoMechanic: Auditory Automobile Diagnostics via Query-by-Example | Nov 5, 2019 | Diagnostic | —Unverified | 0 |
| Lesson Learnt: Modularization of Deep Networks Allow Cross-Modality Reuse | Nov 5, 2019 | DiagnosticRetinal Vessel Segmentation | —Unverified | 0 |
| Learning to Fix Build Errors with Graph2Diff Neural Networks | Nov 4, 2019 | DiagnosticGraph Neural Network | —Unverified | 0 |
| Adversarial Removal of Demographic Attributes Revisited | Nov 1, 2019 | Diagnostic | —Unverified | 0 |
| Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding | Nov 1, 2019 | DescriptiveDiagnostic | —Unverified | 0 |
| Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devices | Oct 31, 2019 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| Deep Learning Models for Digital Pathology | Oct 27, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| A Case for Quantifying Statistical Robustness of Specialized Probabilistic AI Accelerators | Oct 27, 2019 | Diagnostic | —Unverified | 0 |
| Deep Learning for Plasma Tomography and Disruption Prediction from Bolometer Data | Oct 27, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks | Oct 26, 2019 | DiagnosticGeneral Classification | —Unverified | 0 |
| Prediction of gaze direction using Convolutional Neural Networks for Autism diagnosis | Oct 25, 2019 | Diagnostic | —Unverified | 0 |
| Learning Domain Invariant Representations for Child-Adult Classification from Speech | Oct 25, 2019 | Binary ClassificationDiagnostic | —Unverified | 0 |
| A comparable study: Intrinsic difficulties of practical plant diagnosis from wide-angle images | Oct 25, 2019 | DiagnosticManagement | —Unverified | 0 |
| Speaker diarization using latent space clustering in generative adversarial network | Oct 24, 2019 | ClusteringDiagnostic | —Unverified | 0 |
| A Locating Model for Pulmonary Tuberculosis Diagnosis in Radiographs | Oct 22, 2019 | DiagnosticPosition regression | —Unverified | 0 |
| From Random to Regular: Variation in the Patterning of Retinal Mosaics | Oct 22, 2019 | DescriptiveDiagnostic | —Unverified | 0 |
| Robust Learning Rate Selection for Stochastic Optimization via Splitting Diagnostic | Oct 18, 2019 | DiagnosticStochastic Optimization | —Unverified | 0 |
| AI Safety for High Energy Physics | Oct 18, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| Deep Weakly-Supervised Domain Adaptation for Pain Localization in Videos | Oct 17, 2019 | DiagnosticDomain Adaptation | —Unverified | 0 |
| Challenges in Computing and Optimizing Upper Bounds of Marginal Likelihood based on Chi-Square Divergences | Oct 16, 2019 | DiagnosticVariational Inference | —Unverified | 0 |
| Wasserstein GANs for MR Imaging: from Paired to Unpaired Training | Oct 15, 2019 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Counterfactual diagnosis | Oct 15, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Finding New Diagnostic Information for Detecting Glaucoma using Neural Networks | Oct 14, 2019 | Diagnostic | —Unverified | 0 |
| Parameter-Transferred Wasserstein Generative Adversarial Network (PT-WGAN) for Low-Dose PET Image Denoising | Oct 13, 2019 | DenoisingDiagnostic | CodeCode Available | 0 |
| Unsupervised Adversarial Correction of Rigid MR Motion Artifacts | Oct 12, 2019 | DiagnosticTranslation | —Unverified | 0 |
| Increasing the Detectability of Phase-Amplitude Coupling | Oct 10, 2019 | DiagnosticEEG | —Unverified | 0 |
| Image Quality Assessment for Rigid Motion Compensation | Oct 9, 2019 | DiagnosticImage Quality Assessment | —Unverified | 0 |
| Is Multilingual BERT Fluent in Language Generation? | Oct 9, 2019 | DiagnosticLanguage Modeling | CodeCode Available | 0 |
| CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks | Oct 7, 2019 | Diagnosticwhole slide images | —Unverified | 0 |
| Open Set Medical Diagnosis | Oct 7, 2019 | DiagnosticMedical Diagnosis | —Unverified | 0 |
| A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis | Oct 7, 2019 | Active LearningDeep Learning | —Unverified | 0 |
| Named Entity Recognition -- Is there a glass ceiling? | Oct 6, 2019 | Diagnosticnamed-entity-recognition | CodeCode Available | 0 |
| A Deep Learning System That Generates Quantitative CT Reports for Diagnosing Pulmonary Tuberculosis | Oct 5, 2019 | Computed Tomography (CT)Decision Making | —Unverified | 0 |
| Recurrent neural network based decision support system | Oct 5, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| CLEVRER: CoLlision Events for Video REpresentation and Reasoning | Oct 3, 2019 | counterfactualDescriptive | CodeCode Available | 0 |
| Robustly Extracting Medical Knowledge from EHRs: A Case Study of Learning a Health Knowledge Graph | Oct 2, 2019 | Diagnostic | —Unverified | 0 |
| Attention-Based Autism Spectrum Disorder Screening With Privileged Modality | Oct 1, 2019 | Diagnostic | —Unverified | 0 |
| HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images | Oct 1, 2019 | DiagnosticMedical Image Segmentation | CodeCode Available | 0 |
| Plasmodium Detection Using Simple CNN and Clustered GLCM Features | Sep 28, 2019 | ClusteringDiagnostic | —Unverified | 0 |
| Deep neural networks for automated classification of colorectal polyps on histopathology slides: A multi-institutional evaluation | Sep 27, 2019 | ClassificationDiagnostic | —Unverified | 0 |
| A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification | Sep 26, 2019 | ClassificationData Augmentation | —Unverified | 0 |
| Biomagnetic signals recorded during transcranial magnetic stimulation (TMS)-evoked peripheral muscular activity | Sep 25, 2019 | DiagnosticEEG | —Unverified | 0 |
| Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging | Sep 25, 2019 | 3D Object ReconstructionDiagnostic | CodeCode Available | 0 |
| Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World | Sep 24, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis? | Sep 22, 2019 | DiagnosticImage Compression | —Unverified | 0 |
| Deep Retinal Image Segmentation with Regularization Under Geometric Priors | Sep 19, 2019 | DiagnosticImage Segmentation | —Unverified | 0 |