Deep Learning | Environmental Science Environment Sound Classification Using a Two-Stream CNN Based on Decision-Level Fusion. April 30, 2019
Human Activity Recognition Feature Representation and Data Augmentation for Human Activity Classification Based on Wearable IMU Sensor Data Using a Deep LSTM Neural Network. April 30, 2019
Bioinformatics | Data Science | Genetics | Molecular Biology Data mining and machine learning approaches for the integration of genome-wide association and methylation data: methodology and main conclusions from GAW20. April 30, 2019
Neurology | Psychiatry Deep learning based low-cost high-accuracy diagnostic framework for dementia using comprehensive neuropsychological assessment profiles. April 30, 2019
Neurology | Ophthalmology gazeNet: End-to-end eye-movement event detection with deep neural networks. April 30, 2019
Cardiology | Sleep Medicine A Novel CNN-Based Framework for Classification of Signal Quality and Sleep Position from a Capacitive ECG Measurement. April 30, 2019
Neurology | Ophthalmology 1D CNN with BLSTM for automated classification of fixations, saccades, and smooth pursuits. April 30, 2019
Health Monitoring Synthetic Sensor Data Generation for Health Applications: A Supervised Deep Learning Approach. April 30, 2019
Biomedical Engineering | Neurology | Neurotechnology FPGA implementation of deep-learning recurrent neural networks with sub-millisecond real-time latency for BCI-decoding of large-scale neural sensors (104 nodes). April 30, 2019
Biomedical imaging | Pathology U-Net: deep learning for cell counting, detection, and morphometry. April 29, 2019