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Donald K. K. Lee
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2020 – today
- 2024
- [j3]Hao Ding, Sokol Tushe, Diwas Singh KC, Donald K. K. Lee:
Frontiers in Operations: Valuing Nursing Productivity in Emergency Departments. Manuf. Serv. Oper. Manag. 26(4): 1323-1337 (2024) - [i5]Ragip Gurlek, Francis de Véricourt, Donald K. K. Lee:
Boosted generalized normal distributions: Integrating machine learning with operations knowledge. CoRR abs/2407.19092 (2024) - [i4]Arash Pakbin, Aaron Su, Donald K. K. Lee, Bobak J. Mortazavi:
Realtime, multimodal invasive ventilation risk monitoring using language models and BoXHED. CoRR abs/2410.03725 (2024) - 2023
- [c4]Arash Pakbin, Zhale Nowroozilarki, Donald K. K. Lee, Bobak J. Mortazavi:
Predicting Real-time, Recurrent Adverse Invasive Ventilation from Clinical Data Streams. BSN 2023: 1-4 - 2021
- [c3]Zhale Nowroozilarki, Arash Pakbin, James Royalty, Donald K. K. Lee, Bobak J. Mortazavi:
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards. BHI 2021: 1-4 - [c2]Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao:
Theory and software for boosted nonparametric hazard estimation. SPACA 2021: 149-158 - [i3]Arash Pakbin, Xiaochen Wang, Bobak J. Mortazavi, Donald K. K. Lee:
BoXHED 2.0: Scalable boosting of functional data in survival analysis. CoRR abs/2103.12591 (2021) - [i2]Zhale Nowroozilarki, Arash Pakbin, James Royalty, Donald K. K. Lee, Bobak J. Mortazavi:
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards. CoRR abs/2110.08949 (2021) - 2020
- [c1]Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao, Donald K. K. Lee:
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates. ICML 2020: 9973-9982 - [i1]Xiaochen Wang, Arash Pakbin, Bobak J. Mortazavi, Hongyu Zhao, Donald K. K. Lee:
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates. CoRR abs/2006.14218 (2020)
2010 – 2019
- 2012
- [j2]Donald K. K. Lee, Stefanos A. Zenios:
An Evidence-Based Incentive System for Medicare's End-Stage Renal Disease Program. Manag. Sci. 58(6): 1092-1105 (2012)
2000 – 2009
- 2009
- [j1]Donald K. K. Lee, Stefanos A. Zenios:
Optimal Capacity Overbooking for the Regular Treatment of Chronic Conditions. Oper. Res. 57(4): 852-865 (2009)
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