34 citations · 34 across the 1 of their papers we have counts for
2 papers
physics.soc-ph2016
Forecasting the onset and course of mental illness with Twitter data
Andrew G. Reece, Andrew J. Reagan, Katharina L. M. Lix +3
We developed computational models to predict the emergence of depression and Post-Traumatic Stress Disorder in Twitter users. Twitter data and details of depression history were co…
cs.SI2016★ 34 cited
Instagram photos reveal predictive markers of depression
Andrew G. Reece, Christopher M. Danforth
Using Instagram data from 166 individuals, we applied machine learning tools to successfully identify markers of depression. Statistical features were computationally extracted fro…