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 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

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