The POTTER machine-learning calculator is a novel tool that may be useful for bedside preoperative risk counseling of emergency surgery patients.
POTTER is a highly accurate and user-friendly ES risk calculator with the potential to continuously improve accuracy with ongoing machine-learning. POTTER might prove useful as a tool for bedside preoperative counseling of ES patients and families.
Bertsimas et al. (2018) studied this question.