Jingchi Jiang

Publications26
h-index8
Citations197
Highly Influential Citations9
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De-identification of medical records using conditional random fields and long short-term memory networks
WI-ENRE in CLEF eHealth Evaluation Lab 2015: Clinical Named Entity Recognition Based on CRF
TLDR
A novel method to recognize clinical entities based on conditional random fields (CRF) based on WI-ENRE system, which is effective in the named entity recognition of biomedical texts.
Medical Knowledge Embedding Based on Recursive Neural Network for Multi-Disease Diagnosis
EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning
Learning an expandable EMR-based medical knowledge network to enhance clinical diagnosis
Cascading failures of social networks under attacks
TLDR
The results show that social network service providers have to pay closer attention to super users to avoid dramatic failures and develop a theoretical model to analyze related issues.
A study of EMR-based medical knowledge network and its applications
Learning and inference in knowledge-based probabilistic model for medical diagnosis
Extraction of risk factors for cardiovascular diseases from Chinese electronic medical records
Developing a cardiovascular disease risk factor annotated corpus of Chinese electronic medical records
TLDR
This study builds a corpus of CVD risk factor annotations based on Chinese electronic medical records to develop a risk factor information extraction system that can be applied as a foundation for the further study of the progress of risk factors and CVD.
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