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