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AI in Genomics Saed Sayad M.D., Ph.D. Department of Computer Science

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Presentation on theme: "AI in Genomics Saed Sayad M.D., Ph.D. Department of Computer Science"— Presentation transcript:

1 AI in Genomics Saed Sayad M.D., Ph.D. Department of Computer Science
Rutgers University

2 AI in Genomics - Biomarkers
A biomarker, or biological marker is a measurable indicator of some biological state or condition Biomarkers can be diagnostic, prognostic or predictive and play a key role in providing precision medicine strategies

3 Biomarkers - Microarray and RNA-Seq
Data Preparation Predictive Modeling Data Exploration There is a wealth of (untapped) proteomics and genomics data already collected by public organizations such as NCBI-NIH and EMBL-EBI. But there three major obstacles.

4 Microarray Chip

5 Microarray and Psoriasis

6 GSE113486

7 We are developing an automated machine learning platform for analyzing Microarray and RNA-Seq data to accelerate the pace of discovery of biomarkers.

8 Biomarkers - Microarray and RNA-Seq
Predict Explore Data


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