| Identifying Patient Groups based on Frequent Patterns of Patient Samples | Apr 3, 2019 | Diagnostic | —Unverified | 0 |
| Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images | Mar 29, 2019 | DiagnosticMultiple Instance Learning | —Unverified | 0 |
| Improving image classifiers for small datasets by learning rate adaptations | Mar 26, 2019 | Diagnostic | —Unverified | 0 |
| Machine learning approaches in Detecting the Depression from Resting-state Electroencephalogram (EEG): A Review Study | Mar 26, 2019 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Automated Classification of Histopathology Images Using Transfer Learning | Mar 24, 2019 | ClassificationDiagnostic | CodeCode Available | 0 |
| Retinal OCT disease classification with variational autoencoder regularization | Mar 23, 2019 | ClassificationClustering | CodeCode Available | 0 |
| Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network | Mar 21, 2019 | DiagnosticEEG | —Unverified | 0 |
| Plug and play methods for magnetic resonance imaging (long version) | Mar 20, 2019 | DenoisingDiagnostic | —Unverified | 0 |
| Counterexample-Guided Strategy Improvement for POMDPs Using Recurrent Neural Networks | Mar 20, 2019 | Diagnostic | —Unverified | 0 |
| Interactive segmentation of medical images through fully convolutional neural networks | Mar 19, 2019 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Compressed Sensing: From Research to Clinical Practice with Data-Driven Learning | Mar 19, 2019 | compressed sensingDiagnostic | CodeCode Available | 0 |
| Machine Learning: A Dark Side of Cancer Computing | Mar 17, 2019 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Parallel Medical Imaging for Intelligent Medical Image Analysis: Concepts, Methods, and Applications | Mar 12, 2019 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| Continual Learning via Neural Pruning | Mar 11, 2019 | Continual LearningDiagnostic | —Unverified | 0 |
| CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog | Mar 7, 2019 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Automatic Classification of Pathology Reports using TF-IDF Features | Mar 5, 2019 | ClassificationDiagnostic | —Unverified | 0 |
| Distinguishing mirror from glass: A 'big data' approach to material perception | Mar 5, 2019 | Diagnostic | —Unverified | 0 |
| Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier | Mar 5, 2019 | DiagnosticOne-class classifier | —Unverified | 0 |
| Straight to the point: reinforcement learning for user guidance in ultrasound | Mar 2, 2019 | AnatomyDiagnostic | —Unverified | 0 |
| Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network | Feb 26, 2019 | Diagnosticimage-classification | —Unverified | 0 |
| A Fully-Automatic Framework for Parkinson's Disease Diagnosis by Multi-Modality Images | Feb 26, 2019 | DiagnosticGeneral Classification | —Unverified | 0 |
| TBNet:Pulmonary Tuberculosis Diagnosing System using Deep Neural Networks | Feb 24, 2019 | Data AugmentationDiagnostic | —Unverified | 0 |
| Fault Diagnosis Method Based on Scaling Law for On-line Refrigerant Leak Detection | Feb 22, 2019 | DiagnosticFault Detection | —Unverified | 0 |
| Real-time PCG Anomaly Detection by Adaptive 1D Convolutional Neural Networks | Feb 19, 2019 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Anatomical Region-Specific In Vivo Wireless Communication Channel Characterization | Feb 15, 2019 | Diagnostic | —Unverified | 0 |
