Data-driven Stochastic Optimization Approaches to Determine Decision Thresholds for Risk Estimation Models

Gian-Gabriel P. Garcia,Mariel S. Lavieri,Ruiwei Jiang,Michael McCrea,Thomas W. McAllister,Steven P. Broglio

Data-driven Stochastic Optimization Approaches to Determine Decision Thresholds for Risk Estimation Models

2020

Gian-Gabriel P. Garcia
Mariel S. Lavieri
Ruiwei Jiang
Michael McCrea
Thomas W. McAllister
Steven P. Broglio

AbstractThe increasing availability of data has popularized risk estimation models in many industries, especially healthcare. However, properly utilizing these models for accurate diagnosis decisio...

Keywords:

Stochastic optimization
Stochastic programming
Data-driven
Mathematical optimization
Computer science

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