Machine Learning to Self-Diagnose Diseases
What it does
Bion is a Telemedicine Systems-Operation Platform for world-class physicians, high quality care, and user-friendly experiences which makes an Ideal Place for patients to get their primary care online. Bion uses Machine Learning Algorithms to diagnose different types of Pulmonary diseases through chest X-Rays.
How we built it
We used Google's Inception v3, Azure's ML Platform, and Apple's CreateML.
Challenges we ran into
The device's incapability. Updated systems and applications. Non-compatability between different softwares versions.
Accomplishments that we're proud of
Mobile Android App Development. TensorFlow Deployment using tfjs + tfLite
What we learned
Machine Learning's broad scope: applications of biomedical engineering with computer science and engineering. We learned Swift on the side.
What's next for Bion
We would love to add more complex classifications such as diabetic retinopathy, electro-cardiogram analysis, and cancer data analysis.