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UTI PRE-DIAGNOSIS: SMART TURBIDITY ANALYZER


EXECUTIVE SUMMARY

We are developing a novel solution, a Portable Turbidity Analyzer, that
leverages advanced computing methodologies to measure urine turbidity and
predict the probability of a Urinary Tract Infection (UTI). This user-friendly
device is designed for use in clinics or by General Practitioners (GPs).


PROJECT INSPIRATION

The inspiration for this project stems from a research paper that identified
urine cloudiness as a significant predictor for UTI. The paper suggests that
these findings could be used to develop a point-of-care test for UTI, aligning
with the objectives of our product.

Turbidity, a measure of light scattering in a liquid, is quantified using a
method called Nephelometry and is measured in units called NTU.


Click here for the reference paper.


THE TECHNOLOGY STACK

Our product employs Fuzzy Logic to interpret turbidity measurements, which may
vary due to several factors. Machine Learning algorithms are utilized to predict
the likelihood of a UTI based on patient data and the turbidity score.
Neuro-Logic methods, such as Neural Networks, are incorporated to enhance
prediction accuracy over time.


PRODUCT OVERVIEW

The Portable Turbidity Analyzer is a compact device designed to measure urine
turbidity. It interfaces with a software application that collects patient
information and employs the Machine Learning model to provide a UTI probability
score within 10-15 minutes.


ADDRESSING THE CHALLENGE OF ANTIBIOTIC OVER-PRESCRIPTION

The overuse of antibiotics is a significant challenge in healthcare. Our product
aims to mitigate this issue by providing early and accurate diagnosis, enabling
data-driven decisions, and facilitating patient education about their condition.
This approach can lead to more judicious use of antibiotics, particularly in the
treatment of UTIs.


POTENTIAL IMPACT AND COMMERCIALIZATION

This product holds considerable potential for patenting and commercialization in
the global medical field. It can contribute to reducing the overuse of
antibiotics and improving patient outcomes.


CONCLUSION

Our Portable Turbidity Analyzer offers a promising solution for on-site UTI
pre-diagnosis. This proof of concept lays the groundwork for further development
and refinement of the product.