Part of the undergraduate thesis in Control and Automation Engineering - Faculdade Salvador Arena.
At this stage, this work have made two working devices for measuring glucose through NIRS method.
We obtained good results with the second device (B), but the prototype A wasn't good in initial testing.
Prototype B - Clarke Error Grid
| Parameters | Representation | Result |
|---|---|---|
| Model to predict Glucose | Glucose | πΊπππππ πππ΅ = β71.37 Γ voltage + 69.13 |
| Coefficient of Determination | RΒ² | RΒ² = 0.378 |
| Pearson Correlation | r | π = 0.614 |