Leonard Wee

Vulnerabilities of radiomic signature development: The need for safeguards

Mattea Welch, Chris McIntosh, Benjamin Haibe‐Kains et al. · Radiotherapy and Oncology · 2018 · 304 citations

Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers

Timo M. Deist, Frank J. W. M. Dankers, Gilmer Valdés et al. · Medical Physics · 2018 · 296 citations · Full text

Repeatability and reproducibility study of radiomic features on a phantom and human cohort

Ashish Kumar Jha, Sneha Mithun, Vinay Jaiswar et al. · Scientific Reports · 2021 · 112 citations · Full text

Radiomics and Dosiomics Signature From Whole Lung Predicts Radiation Pneumonitis: A Model Development Study With Prospective External Validation and Decision-curve Analysis

Zhen Zhang, Zhixiang Wang, Meng Yan et al. · International Journal of Radiation Oncology*Biology*Physics · 2022 · 87 citations · Full text

Prospective External Validation, Medical Imaging, Advanced Lung Disease +13

Learning from scanners: Bias reduction and feature correction in radiomics

Ivan Zhovannik, Johan Bussink, Alberto Traverso et al. · Clinical and Translational Radiation Oncology · 2019 · 78 citations · Full text