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1.
Stratification of tumour cell radiation response and metabolic signatures visualization with Raman spectroscopy and explainable convolutional neural network.
Analyst;
149(5): 1645-1657, 2024 Feb 26.
Artículo
en Inglés
| MEDLINE | ID: mdl-38312026
2.
Metabolic profiling of murine radiation-induced lung injury with Raman spectroscopy and comparative machine learning.
Analyst;
149(10): 2864-2876, 2024 May 13.
Artículo
en Inglés
| MEDLINE | ID: mdl-38619825
3.
Radiation treatment response and hypoxia biomarkers revealed by machine learning assisted Raman spectroscopy in tumour cells and xenograft tissues.
Analyst;
147(22): 5091-5104, 2022 Nov 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-36217911
4.
Longitudinal linear combination test for gene set analysis.
BMC Bioinformatics;
20(1): 650, 2019 Dec 10.
Artículo
en Inglés
| MEDLINE | ID: mdl-31822265
5.
A postimplant dosimetry simulation framework for robustness evaluation in permanent breast seed implant brachytherapy.
Brachytherapy;
23(1): 85-95, 2024.
Artículo
en Inglés
| MEDLINE | ID: mdl-37949759
6.
Reconstruction of Raman Spectra of Biochemical Mixtures Using Group and Basis Restricted Non-Negative Matrix Factorization.
Appl Spectrosc;
77(7): 698-709, 2023 Jul.
Artículo
en Inglés
| MEDLINE | ID: mdl-37097829
7.
Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts.
Sci Rep;
13(1): 1530, 2023 01 27.
Artículo
en Inglés
| MEDLINE | ID: mdl-36707535
8.
Group and Basis Restricted Non-Negative Matrix Factorization and Random Forest for Molecular Histotype Classification and Raman Biomarker Monitoring in Breast Cancer.
Appl Spectrosc;
76(4): 462-474, 2022 Apr.
Artículo
en Inglés
| MEDLINE | ID: mdl-34355582
9.
Raman microspectroscopy and machine learning for use in identifying radiation-induced lung toxicity.
PLoS One;
17(12): e0279739, 2022.
Artículo
en Inglés
| MEDLINE | ID: mdl-36584158
10.
Raman spectroscopy and supervised learning as a potential tool to identify high-dose-rate-brachytherapy induced biochemical profiles of prostate cancer.
J Biophotonics;
15(11): e202200121, 2022 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-35908273
11.
Prediction of disease progression indicators in prostate cancer patients receiving HDR-brachytherapy using Raman spectroscopy and semi-supervised learning: a pilot study.
Sci Rep;
12(1): 15104, 2022 09 06.
Artículo
en Inglés
| MEDLINE | ID: mdl-36068275
12.
Raman spectroscopy and group and basis-restricted non negative matrix factorisation identifies radiation induced metabolic changes in human cancer cells.
Sci Rep;
11(1): 3853, 2021 02 16.
Artículo
en Inglés
| MEDLINE | ID: mdl-33594122
13.
Monitor Ionizing Radiation-Induced Cellular Responses with Raman Spectroscopy, Non-Negative Matrix Factorization, and Non-Negative Least Squares.
Appl Spectrosc;
74(6): 701-711, 2020 Jun.
Artículo
en Inglés
| MEDLINE | ID: mdl-32098482
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