Concepedia

Changhee Lee

CL

Statistics

Publications

9

Citations

461

H-Index

9

Active since

2014

Affiliations

University of California, Los Angeles(Current)

University of Cambridge

The Alan Turing Institute

Chung-Ang University

Electronics and Telecommunications Research Institute

Changhee Lee is an author at University of California, Los Angeles specializing in machine learning, predictive analytics, and computing.

Publications per year

2014–2024

9

Publications

9

Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data

Changhee Lee, Jinsung Yoon, Mihaela van der Schaar · IEEE Transactions on Biomedical Engineering · 2019 · 287 citations

Public Health, Biostatistics, Data Science +15

A Novel, Potentially Universal Machine Learning Algorithm to Predict Complications in Total Knee Arthroplasty

Sai K. Devana, Akash Shah, Changhee Lee et al. · Arthroplasty Today · 2021 · 34 citations · Full text

Computing, Orthopaedic Surgery, Orthopedic Surgery +17

A Variational Information Bottleneck Approach to Multi-Omics Data Integration

Changhee Lee, Mihaela van der Schaar · arXiv (Cornell University) · 2021 · 30 citations · Full text

Computing, Bioinformatics, Data Science +16

Developing machine learning algorithms for dynamic estimation of progression during active surveillance for prostate cancer

Changhee Lee, Alexander Light, Evgeny S. Saveliev et al. · npj Digital Medicine · 2022 · 26 citations · Full text

Computing, Biostatistics, Health Informatics +17

Outcome-Oriented Deep Temporal Phenotyping of Disease Progression

Changhee Lee, Jem Rashbass, Mihaela van der Schaar · IEEE Transactions on Biomedical Engineering · 2020 · 21 citations

Computing, Data Science, Health Data Analytics +15

1–5 of 9