Contactp.chen@ tue.nl +31 40 247 3418 Paviljoen 0.15
Peipei Chen received her Bachelor’s Degree from Zhengzhou University, China after four years (2010-2014) study majored in Biomedical Engineering. Then she was admitted into Zhejiang University as a Direct Ph.D. student in September, 2014. From March 2015 to December 2015, her work mainly focused on the standardization and mapping of Chinese clinical terminology and related Medical Terminology Services, which aimed to promote the medical information exchange and sharing. The technologies used included text similarity algorithm and Chinese words segmentation. From the end of December of 2015, she was selected to take part in the Brain Bridge Project” Risk assessment to improve patient outcomes for cardiovascular diseases”. The goal of this project is to predict the risk of cardiovascular patients of different conditions using data mining technique so that practitioners can adopt suitable therapies. Currently, for this project, she is doing her PhD in the Information System Group in Industrial Engineering Department, Tu/e.
Interpretable clinical prediction via attention-based neural networkBMC Medical Informatics and Decision Making (2020)
Deep representation learning for individualized treatment effect estimation using electronic health recordsJournal of Biomedical Informatics (2019)
Deep representation learning for individualized treatment effect estimation using electronic health records.Journal of Biomedical Informatics (2019)
Finding the optimal number of features based on mutual information10th Conference of the European Society for Fuzzy Logic and Technology, (EUSFLAT 2017) and 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN 2017, 11-15 September 2017, Warsaw, Poland (2018)
On the interaction between feature selection and parameter determination in fuzzy modelling17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018) (2018)
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