Genomic data in database not flat files

Data Preparation

There are many factors that make data preparation challenging, from understanding where to find the data to extracting it, then properly formatting it and finally loading it to a database management system (DBMS). SamartArray reduces data preparation time, so that you can focus on using a high quality and enriched data for visualization, statistical analysis and predictive modeling. With Bioada, you are in full control of your data.

Interactive Visualization and Statistical Analysis

Data Exploration

SmartArray provides a unique interactive data exploration platform for ad-hoc queries, data visualizations and statistical analysis.  You can explore data interactively and apply statistical models and analytical techniques to find potential biomarkers in your genomic data.We focus and emphasize on interactivity and effective integration of techniques from data science.

Pathways and Gene Ontology

Data Enrichment

Genomic datasets are high-dimensional molecular profiles pose challenges to data interpretation and hypothesis generation. SmartArray has a method that discovers significantly enriched pathways and gene ontology terms across datasets. SmartArray enrichment is a versatile method that improves systems-level understanding of cellular entities in health and disease through integration of genomic datasets and pathway and gene ontology annotations.