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I can't edit anymore but I thought I should mention that some of the sensors and data we explored for various projects. I have experience trying to find data fr
by knaik94 5y ago
I can't edit anymore but I thought I should mention that some of the sensors and data we explored for various projects. I have experience trying to find data from an eeg cap. For a different project I had to use neuron firing data recorded during a surgery. I have used an accelerometer glove, eye tracking harness, pedometers, myoband.
And my favorite is heart rate data. With an ant+ sensor and a polar h10 strap you get the RR and hrv testing if you want and can even keep a live ekg graph going. As a side hackathon project, for medhacks, I wanted to see if with enough data you could find a correlation between tempo of music with your heart rate. The idea is that first the model would learn what songs paired with what music. Then if your heart rate spikes which I naively and intentionally assumed was related to anxiety, there would be a song recommend to help lower your heart. It was just a fun idea for a weekend hackathon. I couldn't get to work as well as I wanted it to.
Sensors and data analysis are the future of all medicine. But in order for the data analysis to be useful, it has to be methodology has be to rigorous with very little room for a subjective outcome.
If someone ends up taking that idea, or would like to talk more, I would love to hear about it, my email is knaik1994 at gmail dot com.