Corey Chivers
University of Pennsylvania(US)
Publications by Year
Research Areas
Palliative Care and End-of-Life Issues, Machine Learning in Healthcare, Cancer survivorship and care, Sepsis Diagnosis and Treatment, Artificial Intelligence in Healthcare and Education
Most-Cited Works
- → Economic Impacts of Non-Native Forest Insects in the Continental United States(2011)603 cited
- → Locally Informed Simulation to Predict Hospital Capacity Needs During the COVID-19 Pandemic(2020)317 cited
- → A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice*(2019)251 cited
- → Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer(2019)228 cited
- → Effect of Integrating Machine Learning Mortality Estimates With Behavioral Nudges to Clinicians on Serious Illness Conversations Among Patients With Cancer(2020)171 cited
- → Clinician Perception of a Machine Learning–Based Early Warning System Designed to Predict Severe Sepsis and Septic Shock*(2019)160 cited
- → Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer(2020)119 cited
- → A Reinforcement Learning Approach to Weaning of Mechanical Ventilation\n in Intensive Care Units(2017)111 cited
- → Rising complexity and falling explanatory power in ecology(2014)103 cited
- → Long-term Effect of Machine Learning–Triggered Behavioral Nudges on Serious Illness Conversations and End-of-Life Outcomes Among Patients With Cancer(2023)98 cited