Founded at the Abramson Cancer Center at the University of Pennsylvania

Combining Machine Learning Predictive Algorithms With Behavioral Nudges to Increase Rates of Serious Illness Conversations in Patients With Cancer

By Christopher R. Manz, MD, MSHP; Ravi B. Parikh, MD, MPP; 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

Combining Machine Learning Predictive Algorithms With Behavioral Nudges to Increase Rates of Serious Illness Conversations in Patients With Cancer-Reply

JAMA Oncology | 2021

Christopher R. Manz, MD, MSHP; Ravi B. Parikh, MD, MPP; Mitesh S. Patel, MD, MBA