2. An Engineer’s Perspective
Real-Time
Real Problems
A Real Solution
Outline
3. Everything can be modeled as a system
A system has an input
A transfer function
And an output
An Engineer’s Perspective
4. Body changes Transfer function changes
Mapping transfer functions to body changes allows
engineers to estimate different parameters:
Oxygen levels
Glucose levels
Diseases? Cancer?
It all depends on the transfer function
An Engineer’s Perspective
5. Machine learning “outsources” the chemistry
Let the computer make sense of the data
During a learning stage the machine creates a model
Then, new data is classified according to the model
Machine Learning
7. Moving from the lab to a product – new challenges
Real time performance
Power consumption issues
Dealing with the statistical outliers
Real Time
9. Real Problem
Dozens of millions can not afford glucose testing
Testing strips can cost up to 100$ a month
10. Real Solution
Using Infrared light we construct a transfer function
No Needles, No Testing Strips
Machine learning algorithms map data to glucose levels
Users just need to “plug and play”
Solar powered
11. Real Solution
Glucose monitoring is just one problem
Intel’s Edison can help solve many more
Just input the transfer function and help save lives