| Good-Enough Compositional Data Augmentation | Apr 21, 2019 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Evaluation Uncertainty in Data-Driven Self-Driving Testing | Apr 19, 2019 | Autonomous VehiclesDiagnostic | —Unverified | 0 |
| Realistic Hair Simulation Using Image Blending | Apr 19, 2019 | BenchmarkingData Augmentation | —Unverified | 0 |
| Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation | Apr 18, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 |
| An Online Learning Approach for Dengue Fever Classification | Apr 17, 2019 | ClassificationDiagnostic | —Unverified | 0 |
| Detection and Prediction of Cardiac Anomalies Using Wireless Body Sensors and Bayesian Belief Networks | Apr 16, 2019 | Diagnostic | —Unverified | 0 |
| ASD-DiagNet: A hybrid learning approach for detection of Autism Spectrum Disorder using fMRI data | Apr 16, 2019 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Detecting Anemia from Retinal Fundus Images | Apr 12, 2019 | Diagnostic | —Unverified | 0 |
| Evaluating the Representational Hub of Language and Vision Models | Apr 12, 2019 | DiagnosticQuestion Answering | —Unverified | 0 |
| Beyond the Nucleus: Cytoplasmic Dominance in Follicular Thyroid Carcinoma Detection Using Single-Cell Raman Imaging Across Multiple Devices | Apr 11, 2019 | DiagnosticDimensionality Reduction | CodeCode Available | 0 |
| End-to-End Learning-Based Ultrasound Reconstruction | Apr 9, 2019 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Fast Enhanced CT Metal Artifact Reduction using Data Domain Deep Learning | Apr 9, 2019 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| Diabetes Mellitus Forecasting Using Population Health Data in Ontario, Canada | Apr 8, 2019 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval | Apr 5, 2019 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| 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 |
| Machine learning approaches in Detecting the Depression from Resting-state Electroencephalogram (EEG): A Review Study | Mar 26, 2019 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Improving image classifiers for small datasets by learning rate adaptations | Mar 26, 2019 | Diagnostic | —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 |
| Counterexample-Guided Strategy Improvement for POMDPs Using Recurrent Neural Networks | Mar 20, 2019 | Diagnostic | —Unverified | 0 |
| Plug and play methods for magnetic resonance imaging (long version) | Mar 20, 2019 | DenoisingDiagnostic | —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 |
| A Fully-Automatic Framework for Parkinson's Disease Diagnosis by Multi-Modality Images | Feb 26, 2019 | DiagnosticGeneral Classification | —Unverified | 0 |
| Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network | Feb 26, 2019 | Diagnosticimage-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 |
| Mobile Artificial Intelligence Technology for Detecting Macula Edema and Subretinal Fluid on OCT Scans: Initial Results from the DATUM alpha Study | Feb 8, 2019 | DiagnosticSpecificity | —Unverified | 0 |
| A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans | Feb 8, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| ML Health: Fitness Tracking for Production Models | Feb 7, 2019 | DiagnosticManagement | —Unverified | 0 |
| Lift-the-flap: what, where and when for context reasoning | Feb 1, 2019 | DiagnosticGeneral Classification | —Unverified | 0 |
| Uncertainty Quantification in Deep MRI Reconstruction | Jan 31, 2019 | DiagnosticMRI Reconstruction | —Unverified | 0 |
| Heartbeat Anomaly Detection using Adversarial Oversampling | Jan 28, 2019 | Anomaly DetectionDiagnostic | CodeCode Available | 0 |
| It could be worse, it could be raining: reliable automatic meteorological forecasting | Jan 28, 2019 | Diagnostic | —Unverified | 0 |
| Diagnosis of Autism Spectrum Disorder by Causal Influence Strength Learned from Resting-State fMRI Data | Jan 27, 2019 | Causal DiscoveryDiagnostic | —Unverified | 0 |
| A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data | Jan 24, 2019 | DiagnosticDiversity | —Unverified | 0 |
| Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy | Jan 21, 2019 | DiagnosticImage Quality Assessment | —Unverified | 0 |
| Development of a system to profile foot temperatures of the plantar and the periphery | Jan 17, 2019 | Diagnostic | —Unverified | 0 |