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Mathematical Modelling for Big Genomic Imaging Data Analysis

2018-06-19 08:44    
主题:
Mathematical Modelling for Big Genomic Imaging Data Analysis
时间:
2018-06-28 10:00-11:00
地点:
卫津路校区6号楼111教室
主讲人:
王玉平

主讲人简介

Professor of Tulane University

演讲内容介绍

    In this talk, I will give an overview of our research work at Tulane Multiscale Bioimaging and Bioinformatics Laboratory (http://www.tulane.edu/~wyp/). First, I will present our latest developments of computational and statistical models such as sparse regressions for data representation and analysis. Second, I will present examples of applying these models to the extraction of biomarkers from (epi) genomics and MRI imaging data. Third, I will focus on the integration of multiscale genomic and imaging data for improved diagnosis of mental illnesses (e.g., schizophrenia). Finally, I will show how to build brain networks and use them as fingerprints to recognize different age groups and predict IQs.

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