February, 7 2018 Bonnie Ray. VP Data Science, Talkspace While applications of machine learning and data science are becoming commonplace in health research using information derived from Electronic Health Records (EHRs), large biological sample collections (i.e., –omics data), medical imaging data, and sensor data collected using medical devices, applications of large-scale machine learning in the behavioral health care space are less prevalent. Much of the research has dealt with predicting mental health status from medical records,