<aside> 💡 Hey! Thanks for paying a visit. I'm 16 and absolutely intrigued by the applications of AI in clinical diagnostics. Since October, I've been building a mobile app that can screen for various pulmonary diseases via cough recordings.
</aside>
Lower respiratory illnesses are the second leading cause of death in rural Uganda. While up to 58% of patients in rural Ugandan clinics present with symptoms of respiratory illnesses, the shortage of trained medical staff and lack of diagnostic equipment causes the rate of under diagnosis to remain over 60%.
Our solution leverages machine learning to process cough recordings through a smartphone device and determine if a patient has either COPD, asthma, pneumonia, or tuberculosis. It takes advantage of supporting demographic and symptom metadata which is collected through a yes/no questionnaire to further the accuracy of the screening.
Review Paper: Reforming COVID-19 testing to be faster, cheaper, and more accessible.
PROBLEM MEMO - Why are we doing this?
Under diagnosis of respiratory diseases in Uganda
SOLUTION MEMO - How does it come together?
An AI-powered app to screen for respiratory diseases through cough recordings
