CBDA Overview
Compressive Big Data (CBDA) is an innovative, customizable software platform that can transform
incomplete, incongruent, and multiple source data into easily usable information for actionable insights.
This new and differentiated framework finds solutions to key gaps in data and through its novel
algorithm, projects what the missing or incomplete data would be.
So previously unusable data can now be mined and analyzed.
Scalable across diverse data sets and industries, this CBDA framework yields proven results
including more reliable forecasts, estimates, and data classifications, for improved business
decision-making.
Healthcare systems working with biomedical and health analytics can now develop better patient
diagnoses and treatment/care plans. CBDA also integrates easily into the EPIC electronic medical
record platform. However, the CBDA software platform has broad application to ANY organization
working with problematic and/or large, complex data sets to help with advanced analytics that
move businesses forward.
About CBDA
The “Big Data” Problem
Life moves fast, business even faster. It’s not surprising that information technology has not
kept pace with the rapid increase in the AMOUNT and COMPLEXITY of big data sets.
Inconsistent, missing, and multi-source data make mining big data for actionable insights
challenging for all kinds of organizations-- corporations, health systems, governmental,
non-profits, and more.
Put simply, unanalyzable data hinders all aspects of data analytics in every company working
with big data. Business decision-making suffers when trend forecasting, computing probabilities,
estimating likelihoods, and other advanced analytics are difficult or impossible to
calculate or project.
Detailed documentation
CBDA provides detailed user-friendly documentation enabling users to customize the functionality, extend the application scope, and easily implement new ideas.
CBDA Video
CBDA Solution
So what if you make ALL your data usable for analytical outcome improvement or enhanced business
projections?
Now you can with this Compressive Big Data Analytics (CBDA) platform. It’s fast, efficient,
consistent, and results in reproducible results.
Developed by the Statistics Online Computational Resource (SOCR) Idea Lab and the
Health Analytics Collaboratory, in collaboration with IT professionals from the
School of Nursing and the School of Medicine at the University of Michigan, CBDA is now
available for use by any company or organization by contacting
Prof. Ivo Dinov.
The Power of CBDA
Free for academic education and research use
The CBDA software platform utilizes a unique algorithmic approach different from other similar platforms in the following ways:
- Its use of a validated graphical data manipulation output technique;
- Its efficient statistical computing method; and
- It has a stable, scientific conclusion inference ensuring valid replication of results.
Easy to use and customize
Using the CBDA R-package is straightforward. All CBDA functions and components are peer-reviewed, validated, flexible, and extensible. Users may easily adjust parameters to suit their needs.
