Changhee Lee
University of California, Los Angeles
H-index: 16
North America-United States
Top articles of Changhee Lee
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Conditional Information Bottleneck Approach for Time Series Imputation | MinGyu Choi Changhee Lee | 2024/5/7 | |
Mobility Management Paradigm Shift: from Reactive to Proactive Handover using AI/ML | IEEE Network | Hyun-Seo Park Hyuntae Kim Changhee Lee Heesoo Lee | 2024/1/22 |
A predictive algorithm for perioperative complications and readmission after ankle arthrodesis | European Journal of Orthopaedic Surgery & Traumatology | Akash A Shah Sai K Devana Changhee Lee Nelson F SooHoo | 2024/1/4 |
Neural Stochastic Differential Games for Time-series Analysis | Sungwoo Park Byoungwoo Park Moontae Lee Changhee Lee | 2023 | |
Corrigendum to" A Risk Calculator for the Prediction of C5 Nerve Root Palsy After Instrumented Cervical Fusion"[World Neurosurgery 166 (2022), e703-e710] | World neurosurgery | Akash A Shah Sai K Devana Changhee Lee Amador Bugarin Michelle K Hong | 2023/5 |
T-phenotype: Discovering phenotypes of predictive temporal patterns in disease progression | Yuchao Qin Mihaela van der Schaar Changhee Lee | 2023/4/11 | |
Higher rates of readmission following acute total hip arthroplasty versus open reduction internal fixation for elderly acetabular fractures, a national study from 2010 to 2019. | Journal of Orthopaedic Trauma | Alexander Upfill-Brown B Shi C Maturana D Brodke AA Shah | 2023/1/26 |
Risk-Averse Active Sensing for Timely Outcome Prediction under Cost Pressure | Advances in Neural Information Processing Systems | Yuchao Qin Mihaela van der Schaar Changhee Lee | 2024/2/13 |
Clinical Time Series Imputation using Conditional Information Bottleneck | MinGyu Choi Changhee Lee | 2023/10/27 | |
Development and External Validation of a Risk Calculator for Prediction of Major Complications and Readmission After Anterior Cervical Discectomy and Fusion (vol 48, pg 460, 2023) | Psychiatry research | Rachel Brathwaite Fred M Ssewamala Torsten B Neilands Proscovia Nabunya William Byansi | 2021/8/1 |
Self-Supervision Enhanced Feature Selection with Correlated Gates | Changhee Lee* Fergus Imrie* Mihaela van der Schaar | 2022 | |
Survey: Strategies for Loss-Based Discrete-Time Hazard and Survival Function Estimation | Changhee Lee Chunghyun Lee Taeyun Ha Sungrae Cho | 2022/10/19 | |
A risk calculator for the prediction of C5 nerve root palsy after instrumented cervical fusion | World neurosurgery | Akash A Shah Sai K Devana Changhee Lee Amador Bugarin Michelle K Hong | 2022/10/1 |
185. A predictive model for C5 palsy after instrumented cervical fusion | The Spine Journal | Akash A Shah Sai Devana Changhee Lee Amador Bugarin Alexander Upfill-Brown | 2022/9/1 |
Developing machine learning algorithms for dynamic estimation of progression during active surveillance for prostate cancer | NPJ digital medicine | Changhee Lee Alexander Light Evgeny S Saveliev Mihaela Van der Schaar Vincent J Gnanapragasam | 2022/8/6 |
Prediction of good sleep with physical activity and light exposure: a preliminary study | Journal of Clinical Sleep Medicine | Kyung Mee Park Sang Eun Lee Changhee Lee Hyun Duck Hwang Do Hoon Yoon | 2022/5/1 |
Development of a machine learning algorithm for prediction of complications and unplanned readmission following primary anatomic total shoulder replacements | Journal of shoulder and elbow arthroplasty | Sai K Devana Akash A Shah Changhee Lee Andrew R Jensen Edward Cheung | 2022/4 |
Application of a novel machine learning framework for predicting non-metastatic prostate cancer-specific mortality in men using the Surveillance, Epidemiology, and End Results … | The Lancet Digital Health | Changhee Lee Alexander Light Ahmed Alaa David Thurtle Mihaela van der Schaar | 2021/3/1 |
A Variational Information Bottleneck Approach to Multi-Omics Data Integration | Changhee Lee Mihaela van der Schaar | 2021/2/5 | |
Survite: Learning heterogeneous treatment effects from time-to-event data | Alicia Curth* Changhee Lee* Mihaela van der Schaar | 2021/10/26 |
Co-Authors
