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Kirsty Milligan
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Year
Detection of multiple nitroaromatic explosives via formation of a janowsky complex and SERS
K Milligan, NC Shand, D Graham, K Faulds
Analytical chemistry 92 (4), 3253-3261, 2020
572020
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
232021
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
112022
Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts
AM Fuentes, A Narayan, K Milligan, JJ Lum, AG Brolo, A Jeffrey L., ...
Scientific Reports 13, 1530, 2023
82023
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
62022
Exploring the role of human-following robots in supporting the mobility and wellbeing of older people
S Li, K Milligan, P Blythe, Y Zhang, S Edwards, N Palmarini, L Corner, Y Ji, ...
Scientific Reports 13 (1), 6512, 2023
52023
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
52022
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
42022
Material selection of intraoral stents for head and neck cancer patients undergoing radiation therapy: A multi-criteria, multi-physics design approach
N Kazemian, JD Fowler, FM Khalid, K Milligan, S Alousi, S Sabry, H Pada, ...
Materials & Design 225, 111558, 2023
32023
Understanding radiation response and cell cycle variation in brain tumour cells using Raman spectroscopy
IE Hill, M Boyd, K Milligan, CA Jenkins, A Sorensen, A Jirasek, D Graham, ...
Analyst 148 (11), 2594-2608, 2023
22023
Stratification of tumour cell radiation response and metabolic signatures visualization with Raman spectroscopy and explainable convolutional neural network
AM Fuentes, K Milligan, M Wiebe, A Narayan, JJ Lum, AG Brolo, ...
Analyst 149 (5), 1645-1657, 2024
12024
Reconstruction of Raman Spectra of Biochemical Mixtures Using Group and Basis Restricted Non-Negative Matrix Factorization
K Milligan, K Scarrott, JL Andrews, AG Brolo, JJ Lum, A Jirasek
Applied Spectroscopy 77 (7), 698-709, 2023
12023
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
12022
Metabolic profiling of murine radiation-induced lung injury with Raman spectroscopy and comparative machine learning
M Wiebe, K Milligan, JM Brewer, AM Fuentes, R Ali-Adeeb, A Brolo, J Lum, ...
Analyst, 2024
2024
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
Detection of multiple explosives by surface enhanced Raman scattering
K Milligan
2019
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