CheckupWinner, 2nd place!
An iOS app that takes weekly voice samples and is able to predict if the user is contracting Parkinsons ahead of typical diagnostic methods. The voice samples are analyzed and processed into Markov models and the evolution of these models is tracked over time. Once there is sufficient data, the model evolution data is fed through a neural network which makes a prediction on whether or not the user is contracting the disease.
- Sam Bodanis