The coronavirus pandemic has become a challenge
for society, health systems, economies and governments worldwide. Observing
steps maintained by politicians, our team decided to put effort and help
doctors and ordinary people with coronavirus detection by creating an AI-based
pre-screening model.
SOLUTION
The solution, CDetector, is a convolutional
neural network model that aims to detect COVID-19 and encompass both lung X-ray
and CT modalities. The solution allows users to indicate symptoms and upload
images of the lungs. The model recognizes pneumonia with 95%
accuracy, and with 80% accuracy determines whether the inflammation is caused
by COVID-19, pneumocystis, streptococcus, or SARS.
RESULTS & ADVANTAGES
We believe that our developed technology will
empower clinics and healthcare centres to provide better patient care and
assist them with screening, diagnostics, and management of COVID-19 patients.
In case of future waves of infections, the solution will help doctors
prioritize screening for the most affected patients and protect healthcare
providers from burnout.
