Donald K. K. Lee

Associate Professor, Goizueta Business School, Emory University

Joined

May 2022

Names

Donald K. K. Lee (Preferred)

Donald Lee

Donald K. Lee

Emails

****@emory.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Goizueta Business School, Emory University (emory.edu)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Stefanos Zenios

Present

PhD Advisee

Sokol Tushe

Present

Expertise

Point processes

Present

Boosting

Present

Survival analysis

Present

Publications

Predicting Real-time, Recurrent Adverse Invasive Ventilation from Clinical Data Streams
Arash Pakbin, Zhale Nowroozilarki, Donald K. K. Lee, Bobak J. Mortazavi
- Published: 01 Jan 2023, Last Modified: 06 Feb 2024
- BSN 2023
- Readers: Everyone
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
- 2021 (modified: 20 Sept 2021)
- BHI 2021
- Readers: Everyone
BoXHED 2.0: Scalable boosting of functional data in survival analysis
Arash Pakbin, Xiaochen Wang, Bobak J. Mortazavi, Donald K. K. Lee
- 2021 (modified: 20 Sept 2021)
- CoRR 2021
- Readers: Everyone
Theory and software for boosted nonparametric hazard estimation
Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao
- Published: 01 Jan 2021, Last Modified: 06 Feb 2024
- SPACA 2021
- Readers: Everyone
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
- Published: 01 Jan 2021, Last Modified: 06 Feb 2024
- CoRR 2021
- Readers: Everyone
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates
Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao, Donald K. K. Lee
- 2020 (modified: 11 Feb 2025)
- ICML 2020
- Readers: Everyone
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates
Xiaochen Wang, Arash Pakbin, Bobak J. Mortazavi, Hongyu Zhao, Donald K. K. Lee
- 2020 (modified: 11 Feb 2025)
- CoRR 2020
- Readers: Everyone

Donald K. K. Lee

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

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

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

BoXHED 2.0: Scalable boosting of functional data in survival analysis

Theory and software for boosted nonparametric hazard estimation

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

BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates

BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates

Co-Authors