Advanced Data Mining Procedures Applied to Raman Spectroscopy Investigations of Interactions between Drugs and Cells.

Publications

Peer reviewed articles (5)

Discriminant analysis and feature selection in mass spectrometry imaging using constrained repeated random sampling - Cross validation (CORRS-CV)

Author(s): David Pérez-Guaita, Guillermo Quintás, Julia Kuligowski
Published in: Analytica Chimica Acta, Issue 1097, 2020, Page(s) 30-36, ISSN 0003-2670
DOI: 10.1016/j.aca.2019.10.039

Toward Rapid Screening of Liver Grafts at the Operating Room Using Mid-infrared Spectroscopy

Author(s): David Pérez-Guaita, Marta Moreno-Torres, Ramiro Jover, Eugenia Pareja, Bernhard Lendl, Julia Kuligowski, Guillermo Quintás, Jose Vicente Castell
Published in: Analytical Chemistry, Issue 92/21, 2020, Page(s) 14542-14549, ISSN 0003-2700
DOI: 10.1021/acs.analchem.0c02735

Data mining Raman microspectroscopic responses of cells to drugs in vitro using multivariate curve resolution-alternating least squares

Author(s): David Perez-Guaita, Guillermo Quintas, Zeineb Farhane, Roma Tauler, Hugh J. Byrne
Published in: Talanta, Issue 208, 2020, Page(s) 120386, ISSN 0039-9140
DOI: 10.1016/j.talanta.2019.120386

Quantification and Identification of Microproteinuria Using Ultrafiltration and ATR-FTIR Spectroscopy

Author(s): David Perez-Guaita, Zack Richardson, Philip Heraud, Bayden Wood
Published in: Analytical Chemistry, Issue 92/3, 2020, Page(s) 2409-2416, ISSN 0003-2700
DOI: 10.1021/acs.analchem.9b03081

Empirical study on the effects of acquisition parameters for FTIR hyperspectral imaging of brain tissue

Author(s): J. Sacharz, D. Perez-Guaita, Mustafa Kansiz, Shaiju S. Nazeer, A. Wesełucha-Birczyńska, S. Petratos, B. R. Wood, P. Heraud
Published in: Analytical Methods, Issue 12/35, 2020, Page(s) 4334-4342, ISSN 1759-9660
DOI: 10.1039/c9ay01200a

Non-peer reviewed articles (1)

Multimodal vibrational studies of drug uptake in vitro: Is the whole greater than the sum of their parts?

Author(s): David Perez‐Guaita, Karolina Chrabaszcz, Kamilla Malek, Hugh J. Byrne
Published in: Journal of Biophotonics, Issue 13/12, 2020, ISSN 1864-063X
DOI: 10.1002/jbio.202000264