Haralick texture feature analysis for quantifying radiation response heterogeneity in murine models observed using Raman spectroscopic mapping

por Vrbik, Irene, Van Nest, Samantha J., Meksiarun, Phiranuphon, Loeppky, Jason, Brolo, Alexandre, Lum, Julian J., Jirasek, Andrew
Publicado 2019

Understanding radiation response and cell cycle variation in brain tumour cells using Raman spectroscopy

por Hill, Iona E., Boyd, Marie, Milligan, Kirsty, Jenkins, Cerys A., Sorensen, Annette, Jirasek, Andrew, Graham, Duncan, Faulds, Karen
Publicado 2023

Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts

por Fuentes, Alejandra M., Narayan, Apurva, Milligan, Kirsty, Lum, Julian J., Brolo, Alex G., Andrews, Jeffrey L., Jirasek, Andrew
Publicado 2023

Radiation-Induced Glycogen Accumulation Detected by Single Cell Raman Spectroscopy Is Associated with Radioresistance that Can Be Reversed by Metformin

por Matthews, Quinn, Isabelle, Martin, Harder, Samantha J., Smazynski, Julian, Beckham, Wayne, Brolo, Alexandre G., Jirasek, Andrew, Lum, Julian J.
Publicado 2015

Group and Basis Restricted Non-Negative Matrix Factorization and Random Forest for Molecular Histotype Classification and Raman Biomarker Monitoring in Breast Cancer

por Deng, Xinchen, Milligan, Kirsty, Ali-Adeeb, Ramie, Shreeves, Phillip, Brolo, Alexandre, Lum, Julian J., Andrews, Jeffrey L., Jirasek, Andrew
Publicado 2021

Raman spectroscopy identifies radiation response in human non-small cell lung cancer xenografts

por Harder, Samantha J., Isabelle, Martin, DeVorkin, Lindsay, Smazynski, Julian, Beckham, Wayne, Brolo, Alexandre G., Lum, Julian J., Jirasek, Andrew
Publicado 2016

Raman spectroscopy detects metabolic signatures of radiation response and hypoxic fluctuations in non-small cell lung cancer

por Van Nest, Samantha J., Nicholson, Leah M., Pavey, Nils, Hindi, Mathew N., Brolo, Alexandre G., Jirasek, Andrew, Lum, Julian J.
Publicado 2019

Raman spectroscopy and group and basis-restricted non negative matrix factorisation identifies radiation induced metabolic changes in human cancer cells

por Milligan, Kirsty, Deng, Xinchen, Shreeves, Phillip, Ali-Adeeb, Ramie, Matthews, Quinn, Brolo, Alexandre, Lum, Julian J., Andrews, Jeffrey L., Jirasek, Andrew
Publicado 2021

Raman microspectroscopy and machine learning for use in identifying radiation-induced lung toxicity

por Ali-Adeeb, Ramie N., Shreeves, Phil, Deng, Xinchen, Milligan, Kirsty, Brolo, Alex G., Lum, Jullian J., Haston, Christina, Andrews, Jeffrey L., Jirasek, Andrew
Publicado 2022

Prediction of disease progression indicators in prostate cancer patients receiving HDR-brachytherapy using Raman spectroscopy and semi-supervised learning: a pilot study

por Milligan, Kirsty, Deng, Xinchen, Ali-Adeeb, Ramie, Shreeves, Phillip, Punch, Samantha, Costie, Nathalie, Crook, Juanita M., Brolo, Alexandre G., Lum, Julian J., Andrews, Jeffrey L., Jirasek, Andrew
Publicado 2022