Natural Language Processing (NLP) | Pharmacology Comparing deep learning architectures for sentiment analysis on drug reviews. August 20, 2020
Epileptology | Neurology Scalp EEG classification using deep Bi-LSTM network for seizure detection. August 10, 2020
Clinical Informatics | Natural Language Processing | Radiology Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning. June 20, 2020
Bioinformatics | Computational Biology | Genetics A deep learning framework for gene ontology annotations with sequence – and network-based information. January 27, 2020
Medicine | Pharmacology Machine learning-based identification and rule-based normalization of adverse drug reactions in drug labels. December 23, 2019
Biomedical | Clinical Informatics | Pharmacovigilance A two-stage deep learning approach for extracting entities and relationships from medical texts. September 23, 2019
Bioinformatics | Clinical Informatics | NLP Integrating shortest dependency path and sentence sequence into a deep learning framework for relation extraction in clinical text. April 2, 2019
Cardiology Cardiac Phase Detection in Echocardiograms with Densely Gated Recurrent Neural Networks and Global Extrema Loss. December 24, 2018
Neurology Improving EEG-Based Motor Imagery Classification via Spatial and Temporal Recurrent Neural Networks. November 16, 2018