Cheng Li

Direct magnetic resonance detection of myelin and prospects for quantitative imaging of myelin density

Michael J. Wilhelm, Henry H. Ong, Suzanne Wehrli et al. · Proceedings of the National Academy of Sciences · 2012 · 172 citations · Full text

Radiomics for lung adenocarcinoma manifesting as pure ground-glass nodules: invasive prediction

Yingli Sun, Cheng Li, Liang Jin et al. · European Radiology · 2020 · 141 citations · Full text

High Dimensional Bayesian Optimization with Elastic Gaussian Process

Santu Rana, Cheng Li, Sunil Gupta et al. · Own your potential (DEAKIN) · 2017 · 61 citations

Large-scale Global Optimization, Bayesian Optimization, Gaussian Process +2

The Potential of Radiomics Nomogram in Non-invasively Prediction of Epidermal Growth Factor Receptor Mutation Status and Subtypes in Lung Adenocarcinoma

Wei Zhao, Yuzhi Wu, Yanan Xu et al. · Frontiers in Oncology · 2020 · 49 citations · Full text

Budgeted Batch Bayesian Optimization

Vu Nguyen, Santu Rana, Sunil Gupta et al. · 2016 · 37 citations

Mathematical Programming, Model Optimization, Hyperparameter Estimation +12