Vest, Joshua, Suranga N Kasthurirathne, Paul G Biondich, Shaun J Grannis, Saptarshi Purkayastha, and Josette F Jones. 2020. “Identification of Patients in Need of Advanced Care for Depression Using Data Extracted From a Statewide Health Information Exchange: A Machine Learning Approach.”
Abstract
The research study demonstrates the ability to automate screening for patients needing advanced care for depression across an overall patient population or various high-risk patient groups using structured datasets covering acute and chronic conditions, patient demographics, behaviors, and past visit history. To read the full article, "Identification of Patients in Need of Advanced Care for Depression Using Data Extracted From a Statewide Health Information Exchange: A Machine Learning Approach" click here.