The Impact of Preprocessing Methods for a Successful Prostate Cell Lines Discrimination Using Partial Least Squares Regression and Discriminant Analysis Based on Fourier Transform Infrared Imaging

The Impact of Preprocessing Methods for a Successful Prostate Cell Lines Discrimination Using Partial Least Squares Regression and Discriminant Analysis Based on Fourier Transform Infrared Imaging

Fourier transform infrared spectroscopy (FT-IR) is widely used in the analysis of the chemical composition of biological materials and has the potential to reveal new aspects of the molecular basis of diseases, including different types of cancer. The potential of FT-IR in cancer research lies in it...

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Bibliographic Details
Main Authors: Danuta Liberda, Ewa Pięta, Katarzyna Pogoda, Natalia Piergies, Maciej Roman, Paulina Koziol, Tomasz P. Wrobel, Czeslawa Paluszkiewicz, Wojciech M. Kwiatek
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Cells
Subjects:
FT-IR spectroscopy
prostate cancer cells
preprocessing
PLS-DA
PLSR
EMSC
Online Access:https://www.mdpi.com/2073-4409/10/4/953

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