Hyemin Um

Technical Note: Extension of CERR for computational radiomics: A comprehensive MATLAB platform for reproducible radiomics research

Aditya Apte, Aditi Iyer, Mireia Crispin‐Ortuzar et al. · Medical Physics · 2018 · 144 citations · Full text

Engineering, Biomedical Engineering, Radiology +17

Impact of image preprocessing on the scanner dependence of multi-parametric MRI radiomic features and covariate shift in multi-institutional glioblastoma datasets

Hyemin Um, Florent Tixier, Dalton Bermudez et al. · Physics in Medicine and Biology · 2019 · 119 citations

Medicine, Oncology, Radiology +17

MRI radiomic features are associated with survival in melanoma brain metastases treated with immune checkpoint inhibitors

Ankush Bhatia, Maxwell Birger, Harini Veeraraghavan et al. · Neuro-Oncology · 2019 · 64 citations · Full text

Medicine, Oncology, Radiology +17

Volumetric analysis of IDH-mutant lower-grade glioma: a natural history study of tumor growth rates before and after treatment

Raymond Y. Huang, Robert J. Young, Benjamin M. Ellingson et al. · Neuro-Oncology · 2020 · 51 citations · Full text

Medicine, Oncology, Surgery +17

Preoperative MRI-radiomics features improve prediction of survival in glioblastoma patients over MGMT methylation status alone

Florent Tixier, Hyemin Um, Dalton Bermudez et al. · Oncotarget · 2019 · 51 citations · Full text

Medicine, Oncology, Radiology +17