| A Method to Facilitate Cancer Detection and Type Classification from Gene Expression Data using a Deep Autoencoder and Neural Network | Dec 20, 2018 | General ClassificationSpecificity | —Unverified | 0 |
| Linearized Bregman Iterations for Automatic Optical Fiber Fault Analysis | Dec 19, 2018 | parameter estimationSpecificity | —Unverified | 0 |
| COGEVIS: A New Scale to Evaluate Cognition in Patients with Visual Deficiency | Dec 18, 2018 | Specificity | —Unverified | 0 |
| A Robust Deep Learning Approach for Automatic Classification of Seizures Against Non-seizures | Dec 17, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss | Dec 6, 2018 | AnatomyImage Segmentation | —Unverified | 0 |
| Voice Disorder Detection Using Long Short Term Memory (LSTM) Model | Dec 4, 2018 | Specificity | —Unverified | 0 |
| Discovering Molecular Functional Groups Using Graph Convolutional Neural Networks | Dec 1, 2018 | Specificity | —Unverified | 0 |
| Advance Prediction of Ventricular Tachyarrhythmias using Patient Metadata and Multi-Task Networks | Nov 30, 2018 | Heart Rate VariabilityPrediction | —Unverified | 0 |
| Class-Distinct and Class-Mutual Image Generation with GANs | Nov 27, 2018 | Conditional Image GenerationImage Generation | CodeCode Available | 0 |
| Machine Learning Classifications of Coronary Artery Disease | Nov 26, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions | Nov 21, 2018 | DiagnosticSpecificity | —Unverified | 0 |
| Deep Learning for Automated Classification of Tuberculosis-Related Chest X-Ray: Dataset Specificity Limits Diagnostic Performance Generalizability | Nov 13, 2018 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Home Activity Monitoring using Low Resolution Infrared Sensor | Nov 13, 2018 | Home Activity MonitoringSpecificity | —Unverified | 0 |
| Domain Agnostic Real-Valued Specificity Prediction | Nov 13, 2018 | Dialogue GenerationDomain Adaptation | CodeCode Available | 0 |
| Advanced machine learning informatics modeling using clinical and radiological imaging metrics for characterizing breast tumor characteristics with the OncotypeDX gene array | Nov 8, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Deep Neural Networks for ECG-free Cardiac Phase and End-Diastolic Frame Detection on Coronary Angiographies | Nov 7, 2018 | Specificity | —Unverified | 0 |
| Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping | Oct 30, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Short-segment heart sound classification using an ensemble of deep convolutional neural networks | Oct 27, 2018 | General ClassificationSound Classification | —Unverified | 0 |
| How transferable are features in convolutional neural network acoustic models across languages? | Oct 22, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Data models for service failure prediction in supply-chain networks | Oct 20, 2018 | Specificity | —Unverified | 0 |
| Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning | Oct 18, 2018 | Specificity | —Unverified | 0 |
| Optical Font Recognition in Smartphone-Captured Images, and its Applicability for ID Forgery Detection | Oct 18, 2018 | Font RecognitionMulti-Task Learning | —Unverified | 0 |
| Classification of normal/abnormal heart sound recordings based on multi-domain features and back propagation neural network | Oct 17, 2018 | General ClassificationSensitivity | —Unverified | 0 |
| DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques | Oct 8, 2018 | Emotion RecognitionSentiment Analysis | CodeCode Available | 0 |
| A Deep Autoencoder System for Differentiation of Cancer Types Based on DNA Methylation State | Oct 2, 2018 | RetrievalSpecificity | —Unverified | 0 |