| Raman spectroscopy and group and basis-restricted non negative matrix factorisation identifies radiation induced metabolic changes in human cancer cells K Milligan, X Deng, P Shreeves, R Ali-Adeeb, Q Matthews, A Brolo, ... Scientific reports 11 (1), 3853, 2021 | 23 | 2021 |
| Monitor ionizing radiation-induced cellular responses with Raman spectroscopy, non-negative matrix factorization, and non-negative least squares X Deng, R Ali-Adeeb, JL Andrews, P Shreeves, JJ Lum, A Brolo, A Jirasek Applied spectroscopy 74 (6), 701-711, 2020 | 18 | 2020 |
| Image acquisition optimization of a limited‐angle intrafraction verification (LIVE) system for lung radiotherapy Y Zhang, X Deng, FF Yin, L Ren Medical physics 45 (1), 340-351, 2018 | 15 | 2018 |
| Group and basis restricted non-negative matrix factorization and random forest for molecular histotype classification and Raman biomarker monitoring in breast cancer X Deng, K Milligan, R Ali-Adeeb, P Shreeves, A Brolo, JJ Lum, ... Applied spectroscopy 76 (4), 462-474, 2022 | 11 | 2022 |
| Nonnegative matrix factorization with group and basis restrictions P Shreeves, JL Andrews, X Deng, R Ali-Adeeb, A Jirasek Statistics in Biosciences 15 (3), 608-632, 2023 | 8 | 2023 |
| Radiation treatment response and hypoxia biomarkers revealed by machine learning assisted Raman spectroscopy in tumour cells and xenograft tissues X Deng, K Milligan, A Brolo, JJ Lum, JL Andrews, A Jirasek Analyst 147 (22), 5091-5104, 2022 | 6 | 2022 |
| Raman spectroscopy and supervised learning as a potential tool to identify high‐dose‐rate‐brachytherapy induced biochemical profiles of prostate cancer K Milligan, SJ Van Nest, X Deng, R Ali‐Adeeb, P Shreeves, S Punch, ... Journal of Biophotonics 15 (11), e202200121, 2022 | 5 | 2022 |
| Prediction of disease progression indicators in prostate cancer patients receiving HDR-brachytherapy using Raman spectroscopy and semi-supervised learning: a pilot study K Milligan, X Deng, R Ali-Adeeb, P Shreeves, S Punch, N Costie, ... Scientific Reports 12 (1), 15104, 2022 | 4 | 2022 |
| Raman microspectroscopy and machine learning for use in identifying radiation-induced lung toxicity RN Ali-Adeeb, P Shreeves, X Deng, K Milligan, AG Brolo, JJ Lum, ... Plos one 17 (12), e0279739, 2022 | 1 | 2022 |
| Using Raman Spectroscopy and Machine Learning to Predict and Monitor Cellular Radiation Responses X Deng, K Milligan, R Ali-Adeeb, P Shreeves, S Van Nest, J Andrews, ... MEDICAL PHYSICS 47 (6), E668-E668, 2020 | | 2020 |
| Using Raman spectra and non-negative matrix factorization to monitor ionizing radiation induced cellular responses X Deng, R Ali-Adeeb, P Shreeves, A Brolo, J Andrews, J Lum, A Jirasek MEDICAL PHYSICS 46 (11), 5377-5378, 2019 | | 2019 |
| Optimization of a limited-angle intrafraction verification (LIVE) system for target localization in radiation therapy of lung cancer X Deng Duke University, 2017 | | 2017 |
