Assessing the net benefit of machine learning models in the presence of resource constraints.
Karandeep SinghNigam Haresh ShahAndrew Julian VickersPublished in: Journal of the American Medical Informatics Association : JAMIA (2023)
This study provides a method to account for resource constraints when planning model-based interventions, either to avoid implementations where constraints are expected to play a larger role or to design more creative solutions (eg, converted ICU beds) to overcome absolute constraints when possible.