Relation Extraction from News Articles (RENA) is a browser-based tool designed to extract key entities and their semantic relationships in English language news articles related to infectious diseases.
Distributed representations of text can be used as features when training a statistical classifier.
Multi-Task Learning (MTL) has been an attractive approach to deal with limited labeled datasets or leverage related tasks, for a variety of NLP problems.
Epidemic intelligence deals with the detection of disease outbreaks using formal (such as hospital records) and informal sources (such as user-generated text on the web) of information.
Vaccination behaviour detection deals with predicting whether or not a person received/was about to receive a vaccine.
no code implementations • • Dillon C Adam, Jitendra Jonnagaddala, Daniel Han-Chen, Sean Batongbacal, Luan Almeida, Jing Z Zhu, Jenny J Yang, Jumail M Mundekkat, Steven Badman, Abrar Chughtai, C Raina MacIntyre
Effective response to infectious diseases outbreaks relies on the rapid and early detection of those outbreaks.