1. Basic information:
-Ph.D.: Computer software and theory (major), Bioinformatics & machine learning (research field), Fudan University, China.
-Postdoctoral fellow: Computational biology, Southern Medical University, China.
-Visiting research scientist: Cancer bioinformatics, Xavier University of Louisiana, USA.
-Academic collaboration: Tulane University,USA;Xavier University of Louisiana, USA.
2. Research interest:
-Bioinformatics & computational biology: pathogen-host signaling cross-talks, microbiomics, drug resistance, biological networks, systems pharmacology, cancer bioinformatics
-Machine learning: transfer learning, deep learning, multi-task learning, ensemble learning, multi-instance learning, multi-label learning, rough learning, fuzzy learning, Dirichlet process
-Data mining: Biomedical big data mining
3. Publications:
- 24 first-authored SCI journal papers in bioinformatics and computational biology (total IF>50);
- 1 first-authored Chinese paper in stochastic processes and machine learning;
- 4 first-authored international conference papers in data mining and bioinformatics;
4. Research projects:
-Machine learning based reconstruction of pathogen-host protein-protein interaction networks (China postdoctoral foundation funded projects No. 2013M531869, principle investigator) ;
-Biocomputing of pathogen-host interaction networks (China postdoctoral foundation funded projects No. 2014T70821, principle investigator)
- Computational analysis of Homo sapiens specific lncRNA (Natural science foundation of China funded project No. 31571348, co-investigator)
5. Academic homepage: https://www.researchgate.net/profile/Suyu_Mei
教育经历
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复旦大学
计算机软件与理论, 博士, 2006-09至2010-06