Using applied machine learning to predict healthcare utilization based on socioeconomic determinants of care.

Journal: The American journal of managed care
Published Date:

Abstract

OBJECTIVES: To determine if it is possible to risk-stratify avoidable utilization without clinical data and with limited patient-level data.

Authors

  • Soy Chen
  • Danielle Bergman
    Jvion, 11555 Medlock Bridge Rd, Ste 250, Johns Creek, GA 30114. Email: Danielle.bergman@jvion.com.
  • Kelly Miller
  • Allison Kavanagh
  • John Frownfelter
  • John Showalter
    Linus Health, Boston, MA, United States.