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cs.CL2018
Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network
Qi Wang, Jiahui Qiu, Yangming Zhou +3
Coronary artery disease (CAD) is one of the leading causes of cardiovascular disease deaths. CAD condition progresses rapidly, if not diagnosed and treated at an early stage may ev…
cs.CL2018
An attention-based Bi-GRU-CapsNet model for hypernymy detection between compound entities
Qi Wang, Chenming Xu, Yangming Zhou +3
Named entities are usually composable and extensible. Typical examples are names of symptoms and diseases in medical areas. To distinguish these entities from general entities, we…
cs.CL2018
Incorporating Dictionaries into Deep Neural Networks for the Chinese Clinical Named Entity Recognition
Qi Wang, Yuhang Xia, Yangming Zhou +3
Clinical Named Entity Recognition (CNER) aims to identify and classify clinical terms such as diseases, symptoms, treatments, exams, and body parts in electronic health records, wh…