2 papers
cs.CL2024
Realtime, multimodal invasive ventilation risk monitoring using language models and BoXHED
Arash Pakbin, Aaron Su, Donald K. K. Lee +1
Objective: realtime monitoring of invasive ventilation (iV) in intensive care units (ICUs) plays a crucial role in ensuring prompt interventions and better patient outcomes. Howeve…
cs.LG2024
Boosted generalized normal distributions: Integrating machine learning with operations knowledge
Ragip Gurlek, Francis de Vericourt, Donald K. K. Lee
Applications of machine learning (ML) techniques to operational settings often face two challenges: i) ML methods mostly provide point predictions whereas many operational problems…