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Sangkyu Lee
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Machine learning on a genome-wide association study to predict late genitourinary toxicity after prostate radiation therapy
S Lee, S Kerns, H Ostrer, B Rosenstein, JO Deasy, JH Oh
International Journal of Radiation Oncology* Biology* Physics 101 (1), 128-135, 2018
852018
Bayesian network ensemble as a multivariate strategy to predict radiation pneumonitis risk
S Lee, N Ybarra, K Jeyaseelan, S Faria, N Kopek, P Brisebois, JD Bradley, ...
Medical physics 42 (5), 2421-2430, 2015
612015
Machine learning and radiogenomics: lessons learned and future directions
J Kang, T Rancati, S Lee, JH Oh, SL Kerns, JG Scott, R Schwartz, S Kim, ...
Frontiers in oncology 8, 228, 2018
562018
Machine learning on genome-wide association studies to predict the risk of radiation-associated contralateral breast cancer in the WECARE Study
S Lee, X Liang, M Woods, AS Reiner, P Concannon, L Bernstein, ...
PloS one 15 (2), e0226157, 2020
292020
Tracking of mesenchymal stem cells with fluorescence endomicroscopy imaging in radiotherapy-induced lung injury
JR Perez, N Ybarra, F Chagnon, M Serban, S Lee, J Seuntjens, O Lesur, ...
Scientific reports 7 (1), 40748, 2017
292017
Accuracy of surface‐guided patient setup for conventional radiotherapy of brain and nasopharynx cancer
SK Lee, S Huang, L Zhang, AM Ballangrud, M Aristophanous, ...
Journal of Applied Clinical Medical Physics 22 (5), 48-57, 2021
252021
A comparative analysis of longitudinal computed tomography and histopathology for evaluating the potential of mesenchymal stem cells in mitigating radiation-induced pulmonary …
JR Perez, S Lee, N Ybarra, O Maria, M Serban, K Jeyaseelan, LM Wang, ...
Scientific reports 7 (1), 9056, 2017
192017
Analytical modelling of regional radiotherapy dose response of lung
S Lee, G Stroian, N Kopek, M AlBahhar, J Seuntjens, I El Naqa
Physics in Medicine & Biology 57 (11), 3309, 2012
162012
Prediction of breast cancer treatment–induced fatigue by machine learning using genome-wide association data
S Lee, JO Deasy, JH Oh, A Di Meglio, A Dumas, G Menvielle, C Charles, ...
JNCI cancer spectrum 4 (5), pkaa039, 2020
152020
Mesenchymal stem cells adopt lung cell phenotype in normal and radiation-induced lung injury conditions
OM Maria, AM Maria, N Ybarra, K Jeyaseelan, S Lee, J Perez, ...
Applied Immunohistochemistry & Molecular Morphology 24 (4), 283-295, 2016
132016
Failure mode and effect analysis for linear accelerator‐based paraspinal stereotactic body radiotherapy
S Lee, DM Lovelock, A Kowalski, K Chapman, R Foley, M Gil, G Pastrana, ...
Journal of Applied Clinical Medical Physics 22 (12), 87-96, 2021
22021
Transcriptional responses to ultraviolet and ionizing radiation: An approach based on graph curvature
Y Chen, JH Oh, R Sandhu, S Lee, JO Deasy, A Tannenbaum
2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2016
12016
Predicting the germline dependence of hematuria risk in prostate cancer radiotherapy patients
JH Oh, S Lee, M Thor, BS Rosenstein, A Tannenbaum, S Kerns, ...
Radiotherapy and Oncology 185, 109723, 2023
2023
Comparison of quantitative and qualitative scoring approaches for radiation-induced pulmonary fibrosis as applied to a preliminary investigation into the efficacy of …
LM Wang, S Jung, M Serban, A Chatterjee, S Lee, K Jeyaseelan, ...
BJR| Open 3 (1), 20210006, 2021
2021
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