Clinical NLP | Medical Informatics Expanding the Diversity of Texts and Applications: Findings from the Section on Clinical Natural Language Processing of the International Medical Informatics Association Yearbook. April 2, 2019
Cardiology | Dermatology | Endocrinology | Neurology | Respiratory Medicine Deep Learning on 1-D Biosignals: a Taxonomy-based Survey. April 2, 2019
Oncology | Radiology Deep Learning-Based Computer-Aided Diagnosis System for Localization and Diagnosis of Metastatic Lymph Nodes on Ultrasound: A Pilot Study. April 2, 2019
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