| GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification | Mar 3, 2018 | ClassificationComputed Tomography (CT) | —Unverified | 0 |
| A single channel sleep-spindle detector based on multivariate classification of EEG epochs: MUSSDET. | Mar 1, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| INSPECTRE: Privately Estimating the Unseen | Feb 28, 2018 | Sensitivity | CodeCode Available | 0 |
| Improving Recall of In Situ Sequencing by Self-Learned Features and a Graphical Model | Feb 24, 2018 | Sensitivity | —Unverified | 0 |
| Nonlinear Energy Harvesting Models in Wireless Information and Power Transfer | Feb 24, 2018 | Sensitivity | —Unverified | 0 |
| Sensitivity and Generalization in Neural Networks: an Empirical Study | Feb 23, 2018 | Data Augmentationimage-classification | —Unverified | 0 |
| Adversarial Training for Probabilistic Spiking Neural Networks | Feb 22, 2018 | Sensitivity | —Unverified | 0 |
| Low Intensity LiDAR using Compressed Sensing and a Photon Number Resolving Detector | Feb 22, 2018 | compressed sensingSensitivity | —Unverified | 0 |
| Fast and robust misalignment correction of Fourier ptychographic microscopy | Feb 20, 2018 | Sensitivity | —Unverified | 0 |
| Automated soft tissue lesion detection and segmentation in digital mammography using a u-net deep learning network | Feb 19, 2018 | Lesion DetectionLesion Segmentation | —Unverified | 0 |
| Detecting atrial fibrillation by deep convolutional neural networks | Feb 18, 2018 | SensitivitySpecificity | —Unverified | 0 |
| Multiparametric Deep Learning Tissue Signatures for a Radiological Biomarker of Breast Cancer: Preliminary Results | Feb 10, 2018 | Deep LearningSensitivity | —Unverified | 0 |
| Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning | Feb 3, 2018 | Neural Network CompressionSensitivity | —Unverified | 0 |
| Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis | Feb 2, 2018 | Breast Cancer DetectionBreast Cancer Histology Image Classification | CodeCode Available | 0 |
| Anomaly detection in wide area network mesh using two machine learning anomaly detection algorithms | Jan 30, 2018 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| In Praise of Artifice Reloaded: Caution with subjective image quality databases | Jan 29, 2018 | Sensitivity | —Unverified | 0 |
| Stability, convergence, and sensitivity analysis of the Filament Based Lamellipodium Model and the corresponding FEM | Jan 28, 2018 | Sensitivity | —Unverified | 0 |
| A digital microarray using interferometric detection of plasmonic nanorod labels | Jan 23, 2018 | DiagnosticSensitivity | —Unverified | 0 |
| Towards Automated Tuberculosis detection using Deep Learning | Jan 22, 2018 | Deep LearningSensitivity | —Unverified | 0 |
| An Empirical Analysis of Proximal Policy Optimization with Kronecker-factored Natural Gradients | Jan 17, 2018 | MuJoCoSensitivity | —Unverified | 0 |
| Learning and Inferring a Driver's Braking Action in Car-Following Scenarios | Jan 11, 2018 | SensitivitySpecificity | —Unverified | 0 |
| Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification | Jan 8, 2018 | ClassificationComputed Tomography (CT) | —Unverified | 0 |
| Learning from Pseudo-Randomness With an Artificial Neural Network - Does God Play Pseudo-Dice? | Jan 5, 2018 | BIG-bench Machine LearningSensitivity | —Unverified | 0 |
| Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures | Dec 28, 2017 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| CNN Is All You Need | Dec 27, 2017 | AllDecoder | —Unverified | 0 |