G. Perna

Biochemistry, Genetics and Molecular Biology · Life Sciences

29h-index2.8kcitations198works11.12yr avg
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Research Topics

Spectroscopy Techniques in Biomedical and Chemical Research(47), Spectroscopy and Chemometric Analyses(36), Semiconductor Quantum Structures and Devices(29), Chalcogenide Semiconductor Thin Films(26), Quantum Dots Synthesis And Properties(23)

Publications188 total

Raman Spectroscopy Assisted by Machine Learning Algorithms for the Prediction of Different Types of Oral Cancer Cells
MDPI (MDPI AG)·2026Open Access
Classifying Raman Spectra of Colon Cells by Principal Component Analysis—Linear Discriminant Analysis and Partial Least Squares—Linear Discriminant Analysis Methods
Applied Sciences·2025· 1 citedOpen Access
Statistical analysis on the effectiveness of a low insulin index, alkaline and functional diet evaluated with machine learning techniques
arXiv (Cornell University)·2024Open Access
Deciphering the Instability of the Black Hole Ringdown Quasinormal Spectrum
arXiv (Cornell University)·2024Open Access
Classification of healthy and cancerous colon cells by Fourier transform infrared spectroscopy
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy·2024· 5 cited
Classifying Raman Spectra of Colon Cells Based on Machine Learning Algorithms
Photonics·2024· 3 citedOpen Access
Exploring the chemistry and composition of black soldier fly eumelanin, a material for a circular economy
Materials Advances·2024· 11 citedOpen Access
Discrimination of Healthy and Cancerous Colon Cells Based on FTIR Spectroscopy and Machine Learning Algorithms
Applied Sciences·2023· 8 citedOpen Access
Vibrational spectroscopies for biochemical investigation of X-ray exposure effects on SH-SY5Y human neuroblastoma cells
Radiation and Environmental Biophysics·2023· 4 cited
Classification of Healthy and Cancer Colon Cells Grown on Glass Coverslip by Means of Fourier Transform Infrared Spectroscopy and Multivariate Methods
Photonics·2023· 5 citedOpen Access
In Vitro Detection of Biochemical Effect in Human CaCo-2 Cell Line after Exposure to a Low Concentration of a Deltamethrin-Based Pesticide
Chemosensors·2022· 2 citedOpen Access
Raman microspectroscopy and multivariate analysis in radiobiology: Study of the effects of X-ray irradiation on neuroblastoma cells
2022
A Comparison of PCA-LDA and PLS-DA Techniques for Classification of Vibrational Spectra
Applied Sciences·2022· 97 citedOpen Access
Evaluation of Proton-Induced Biomolecular Changes in MCF-10A Breast Cells by Means of FT-IR Microspectroscopy
Applied Sciences·2022· 3 citedOpen Access
Keratinocyte cellular damage induced by pesticide doses below the cytotoxic level evidenced by electrical impedance and broadband dielectric spectroscopy
Journal of Physics D Applied Physics·2021· 3 cited
Comparison of FTIR spectra of different breast cell lines to detect spectral biomarkers of pathology
Infrared Physics & Technology·2021· 19 cited
Discrimination of Different Breast Cell Lines on Glass Substrate by Means of Fourier Transform Infrared Spectroscopy
Sensors·2021· 9 citedOpen Access
Early Altered Cells Health Status Detection via Label Free Impedance and Broadband dielectric Spectroscopy
2021
FT-IR Transflection Micro-Spectroscopy Study on Normal Human Breast Cells after Exposure to a Proton Beam
Applied Sciences·2021· 14 citedOpen Access
A Comparison between FTIR Spectra from HUKE and SH-SY5Y Cell Lines Grown on Different Substrates
Applied Sciences·2020· 6 citedOpen Access
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Frequent Co-authors

V. Capozzi(39), M. Ambrico(13), P. F. Biagi(12), Maria Lasalvia(11), T. Ligonzo(9), A. Minafra(9), L. Schiavulli(7), A. Ermini(7), L. Castellana(6), V. Augelli(5), Mauro Pallara(5), T. Maggipinto(5), Anna Gallone(4), Maria Lepore(4), R. Piccolo(4), S. Martellucci(4), C. Bellecci(4), O. A. Molchanov(4), Masashi Hayakawa(4), M Lastella(3)