Long-term Effect of Machine Learning–Triggered Behavioral Nudges on Serious Illness Conversations and End-of-Life Outcomes Among Patients With Cancer

Shifting to Serious Illness Communication

(2022) Juliet Jacobsen et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Clinicians’ Perspectives After Implementation of the Serious Illness Care Program

(2021) Andrew Lagrotteria et al.   JAMA Network Open

System for High-Intensity Evaluation During Radiation Therapy (SHIELD-RT): A Prospective Randomized Study of Machine Learning–Directed Clinical Evaluations During Radiation and Chemoradiation

(2020) Julian C. Hong et al.   JOURNAL OF CLINICAL ONCOLOGY

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

(2020) Christopher R. Manz et al.   JAMA Oncology

Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer

(2020) Christopher R. Manz et al.   JAMA Oncology

Effectiveness of Integrated Palliative and Oncology Care for Patients With Acute Myeloid Leukemia

(2020) Areej El-Jawahri et al.   JAMA Oncology

Evaluating an Intervention to Improve Communication Between Oncology Clinicians and Patients With Life-Limiting Cancer

(2019) Joanna Paladino et al.   JAMA Oncology

Advance Care Planning Among Patients With Advanced Cancer

(2018) Jane R. Schubart et al.   Journal of Oncology Practice

Using Behavioral Economics to Design Physician Incentives That Deliver High-Value Care

(2015) Ezekiel J. Emanuel et al.   ANNALS OF INTERNAL MEDICINE

Associations Between End-of-Life Discussions, Patient Mental Health, Medical Care Near Death, and Caregiver Bereavement Adjustment

(2008) Alexi A. Wright   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Racial and Ethnic Differences in Advance Care Planning Among Patients With Cancer: Impact of Terminal Illness Acknowledgment, Religiousness, and Treatment Preferences

(2008) Alexander K. Smith et al.   JOURNAL OF CLINICAL ONCOLOGY