Echocardiogram predicted survivability
Big Hero 6
What it does
Currently can analyze 3 things: Determine whether a breast tumor is malignant or benign. Determine whether a patient will survive past a year after a heart attack Determine whether a sperm sample from a given patient is normal or not
How I built it
Using Microsoft Azure Machine Learning Studio
Challenges I ran into
The data was not in a friendly format, had to augment some features from the UCI databases.
Accomplishments that I'm proud of
Learning more about data science and machine learning
What I learned
Testing multiple different models for regression and classification for finding the best predictors possible
What's next for Baymax
Finding more datasets, formatting them, and adding them to the suite of tools to create a comprehensive health care predictor for various types of measurements Running feature analysis to determine which factors are most deterministic for certain types of health conditions Connecting Twilio to for notifications?