76 citations · 86 across the 10 of their papers we have counts for
Showing 2018Show all
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cs.AI2018★ 3 cited
Medical Knowledge Embedding Based on Recursive Neural Network for Multi-Disease Diagnosis
Jingchi Jiang, Huanzheng Wang, Jing Xie +3
The representation of knowledge based on first-order logic captures the richness of natural language and supports multiple probabilistic inference models. Although symbolic represe…
cs.CL2018
Convolutional Gated Recurrent Units for Medical Relation Classification
Bin He, Yi Guan, Rui Dai
Convolutional neural network (CNN) and recurrent neural network (RNN) models have become the mainstream methods for relation classification. We propose a unified architecture, whic…
cs.CL2018★ 76 cited
Classifying medical relations in clinical text via convolutional neural networks
Bin He, Yi Guan, Rui Dai
Deep learning research on relation classification has achieved solid performance in the general domain. This study proposes a convolutional neural network (CNN) architecture with a…