Founded at the Abramson Cancer Center at the University of Pennsylvania

Effect of Integrating Machine Learning Mortality Estimates With Behavioral Nudges to Clinicians on Serious Illness Conversations Among Patients With Cancer

By Christopher R. Manz, MD; Ravi B. Parikh, MD, MPP; Dylan S. Small, PhD; Chalanda N. Evans, BS; Corey Chivers, PhD; Susan H. Regli, PhD; C. William Hanson, MD; Justin E. Bekelman, MD; Charles A. L. Rareshide, MS; Nina O’Connor, MD; Lynn M. Schuchter, MD; Lawrence N. Shulman, MD; Mitesh S. Patel, MD, MBA

Projects

Connected Health Approaches to Improve Serious Illness Communication Among Patients with Incurable Cancer

Increasing Rates of Serious Illness Conversations through Patient and Clinician Nudges

Effect of Integrating Machine Learning Mortality Estimates With Behavioral Nudges to Clinicians on Serious Illness Conversations Among Patients With Cancer

JAMA Oncology | 2020

Christopher R. Manz, MD; Ravi B. Parikh, MD, MPP; Dylan S. Small, PhD; Chalanda N. Evans, BS; Corey Chivers, PhD; Susan H. Regli, PhD; C. William Hanson, MD; Justin E. Bekelman, MD; Charles A. L. Rareshide, MS; Nina O’Connor, MD; Lynn M. Schuchter, MD; Lawrence N. Shulman, MD; Mitesh S. Patel, MD, MBA