Christopher R. Manz

Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer

Ravi B. Parikh, Christopher R. Manz, Corey Chivers et al. · JAMA Network Open · 2019 · 232 citations · Full text

Computing, Health Informatics, Oncology +17

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

Christopher R. Manz, Ravi B. Parikh, Dylan S. Small et al. · JAMA Oncology · 2020 · 177 citations · Full text

Nursing, Oncology, Clinical Decision Support +15

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

Christopher R. Manz, Jinbo Chen, Corey Chivers et al. · JAMA Oncology · 2020 · 122 citations · Full text

Computing, Health Informatics, Oncology +17

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

Christopher R. Manz, Yichen Zhang, Kan Chen et al. · JAMA Oncology · 2023 · 106 citations · Full text

Medicine, Health Informatics, Oncology +17

Clinician perspectives on machine learning prognostic algorithms in the routine care of patients with cancer: a qualitative study

Ravi B. Parikh, Christopher R. Manz, Maria N. Nelson et al. · Supportive Care in Cancer · 2022 · 34 citations · Full text

Computing, Biomedical Informatics, Oncology +17