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Metabolic profiling of murine radiation-induced lung injury with Raman spectroscopy and comparative machine learning.
Analyst. 2024 May 13;149(10):2864-2876. doi: 10.1039/d4an00152d.
Analyst. 2024.
PMID: 38619825
Raman microspectroscopy and machine learning for use in identifying radiation-induced lung toxicity.
Ali-Adeeb RN, Shreeves P, Deng X, Milligan K, Brolo AG, Lum JJ, Haston C, Andrews JL, Jirasek A.
Ali-Adeeb RN, et al.
PLoS One. 2022 Dec 30;17(12):e0279739. doi: 10.1371/journal.pone.0279739. eCollection 2022.
PLoS One. 2022.
PMID: 36584158
Free PMC article.
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Prediction of disease progression indicators in prostate cancer patients receiving HDR-brachytherapy using Raman spectroscopy and semi-supervised learning: a pilot study.
Milligan K, Deng X, Ali-Adeeb R, Shreeves P, Punch S, Costie N, Crook JM, Brolo AG, Lum JJ, Andrews JL, Jirasek A.
Milligan K, et al. Among authors: ali adeeb r.
Sci Rep. 2022 Sep 6;12(1):15104. doi: 10.1038/s41598-022-19446-4.
Sci Rep. 2022.
PMID: 36068275
Free PMC article.
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Raman spectroscopy and supervised learning as a potential tool to identify high-dose-rate-brachytherapy induced biochemical profiles of prostate cancer.
Milligan K, Van Nest SJ, Deng X, Ali-Adeeb R, Shreeves P, Punch S, Costie N, Pavey N, Crook JM, Berman DM, Brolo AG, Lum JJ, Andrews JL, Jirasek A.
Milligan K, et al. Among authors: ali adeeb r.
J Biophotonics. 2022 Nov;15(11):e202200121. doi: 10.1002/jbio.202200121. Epub 2022 Aug 8.
J Biophotonics. 2022.
PMID: 35908273
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Group and Basis Restricted Non-Negative Matrix Factorization and Random Forest for Molecular Histotype Classification and Raman Biomarker Monitoring in Breast Cancer.
Deng X, Milligan K, Ali-Adeeb R, Shreeves P, Brolo A, Lum JJ, Andrews JL, Jirasek A.
Deng X, et al. Among authors: ali adeeb r.
Appl Spectrosc. 2022 Apr;76(4):462-474. doi: 10.1177/00037028211035398. Epub 2021 Aug 6.
Appl Spectrosc. 2022.
PMID: 34355582
Free PMC article.
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Raman spectroscopy and group and basis-restricted non negative matrix factorisation identifies radiation induced metabolic changes in human cancer cells.
Milligan K, Deng X, Shreeves P, Ali-Adeeb R, Matthews Q, Brolo A, Lum JJ, Andrews JL, Jirasek A.
Milligan K, et al. Among authors: ali adeeb r.
Sci Rep. 2021 Feb 16;11(1):3853. doi: 10.1038/s41598-021-83343-5.
Sci Rep. 2021.
PMID: 33594122
Free PMC article.
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Monitor Ionizing Radiation-Induced Cellular Responses with Raman Spectroscopy, Non-Negative Matrix Factorization, and Non-Negative Least Squares.
Deng X, Ali-Adeeb R, Andrews JL, Shreeves P, Lum JJ, Brolo A, Jirasek A.
Deng X, et al. Among authors: ali adeeb r.
Appl Spectrosc. 2020 Jun;74(6):701-711. doi: 10.1177/0003702820906221. Epub 2020 Mar 18.
Appl Spectrosc. 2020.
PMID: 32098482
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