Epileptology | Neurology A Stacked Sparse Autoencoder-Based Detector for Automatic Identification of Neuromagnetic High Frequency Oscillations in Epilepsy. April 2, 2019
Ophthalmology Structure-Preserving Guided Retinal Image Filtering and Its Application for Optic Disk Analysis. April 2, 2019
Cardiology | Radiology Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? April 2, 2019
Health Informatics | Medical Informatics An investigation of single-domain and multidomain medication and adverse drug event relation extraction from electronic health record notes using advanced deep learning models. April 2, 2019
Pulmonology | Radiology Pulmonary Artery-Vein Classification in CT Images Using Deep Learning. April 2, 2019
Orthopedics | Radiology Application of a deep learning algorithm for detection and visualization of hip fractures on plain pelvic radiographs. April 2, 2019
Machine Learning | Natural Language Processing | Neurology Memory-Augmented Active Deep Learning for Identifying Relations Between Distant Medical Concepts in Electroencephalography Reports. April 2, 2019
Behavioral Health | Clinical Informatics | Medical Communication Predicting the Outcome of Patient-Provider Communication Sequences using Recurrent Neural Networks and Probabilistic Models. April 2, 2019
Clinical Trials | Health care | Medical Research Automatically Linking Registered Clinical Trials to their Published Results with Deep Highway Networks. April 2, 2019
Computer Vision | Data Science | Urban Studies Deep mapping gentrification in a large Canadian city using deep learning and Google Street View. April 2, 2019
Other Learning transferable features in deep convolutional neural networks for diagnosing unseen machine conditions. April 2, 2019
Physical Therapy | Radiology | Sports Medicine Automatic Tracking of Muscle Cross-Sectional Area Using Convolutional Neural Networks with Ultrasound. April 2, 2019