From Data to Analytics to Insights
Beiwe is our open source data collection platform for Android and iOS devices. It consists of two native smartphone applications and an AWS-based system back-end. Its development was enabled by an NIH Director's New Innovator Award to Dr. JP Onnela in 2013.
Forest is our open source data analysis platform for Beiwe data. This Python library can be run locally, but it also integrates directly with the Beiwe back-end on AWS to provide scalable on-demand analytics. Its Tableau API supports customizable workbooks and dashboards.
Our research focus is the development of mathematical and statistical methods for intensive high-dimensional data. We also participate in various applied digital phenotyping studies in medicine and public health with emphasis on central nervous system disorders.