Donald K. K. Lee

According to our database, Donald K. K. Lee authored at least 10 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Frontiers in Operations: Valuing Nursing Productivity in Emergency Departments.

Hao Ding, Sokol Tushe, Diwas Singh KC, Donald K. K. Lee

Manuf. Serv. Oper. Manag., 2024

Realtime, multimodal invasive ventilation risk monitoring using language models and BoXHED.

Arash Pakbin, Aaron Su, Donald K. K. Lee, Bobak J. Mortazavi

CoRR, 2024

Boosted generalized normal distributions: Integrating machine learning with operations knowledge.

Ragip Gurlek, Francis de Véricourt, Donald K. K. Lee

CoRR, 2024

2023

Predicting Real-time, Recurrent Adverse Invasive Ventilation from Clinical Data Streams.

Arash Pakbin, Zhale Nowroozilarki, Donald K. K. Lee, Bobak J. Mortazavi

Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2021

BoXHED 2.0: Scalable boosting of functional data in survival analysis.

Arash Pakbin, Xiaochen Wang, Bobak J. Mortazavi, Donald K. K. Lee

CoRR, 2021

Theory and software for boosted nonparametric hazard estimation.

Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao

Proceedings of AAAI Symposium on Survival Prediction, 2021

Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards.

Zhale Nowroozilarki, Arash Pakbin, James Royalty, Donald K. K. Lee, Bobak J. Mortazavi

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates.

Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao, Donald K. K. Lee

Proceedings of the 37th International Conference on Machine Learning, 2020

2012

An Evidence-Based Incentive System for Medicare's End-Stage Renal Disease Program.

Donald K. K. Lee, Stefanos A. Zenios

Manag. Sci., 2012

2009

Optimal Capacity Overbooking for the Regular Treatment of Chronic Conditions.

Donald K. K. Lee, Stefanos A. Zenios

Oper. Res., 2009