Diagnosis of Alzheimer's disease using laser-induced breakdown spectroscopy and machine learning

Gaudiuso, Rosalba; Ewusi-Annan, Ebo; Xia, Weiming; Melikechi, Noureddine

doi:10.1016/j.sab.2020.105931

Diagnosis of Alzheimer's disease using laser-induced breakdown spectroscopy and machine learning

Journal Article · Tue Sep 01 00:00:00 EDT 2020 · Spectrochimica Acta. Part B, Atomic Spectroscopy

DOI:https://doi.org/10.1016/j.sab.2020.105931· OSTI ID:2279717

Gaudiuso, Rosalba; Ewusi-Annan, Ebo; Xia, Weiming; Melikechi, Noureddine

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View Accepted Manuscript (Publisher)

Sponsoring Organization:: USDOE

OSTI ID:: 2279717

Journal Information:: Spectrochimica Acta. Part B, Atomic Spectroscopy, Journal Name: Spectrochimica Acta. Part B, Atomic Spectroscopy Journal Issue: C Vol. 171; ISSN 0584-8547

Publisher:: ElsevierCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (17)

Tag-femtosecond laser-induced breakdown spectroscopy for the sensitive detection of cancer antigen 125 in blood plasma Markushin, Yuri; Sivakumar, Poopalasingam; Connolly, Denise Analytical and Bioanalytical Chemistry, Vol. 407, Issue 7 https://doi.org/10.1007/s00216-014-8433-0	journal	January 2015
CSF and blood biomarkers for the diagnosis of Alzheimer's disease: a systematic review and meta-analysis Olsson, Bob; Lautner, Ronald; Andreasson, Ulf The Lancet Neurology, Vol. 15, Issue 7 https://doi.org/10.1016/S1474-4422(16)00070-3	journal	June 2016
Metals and neurodegenerative diseases. A systematic review Cicero, Calogero Edoardo; Mostile, Giovanni; Vasta, Rosario Environmental Research, Vol. 159 https://doi.org/10.1016/j.envres.2017.07.048	journal	November 2017
Good practices in LIBS analysis: Review and advices El Haddad, J.; Canioni, L.; Bousquet, B. Spectrochimica Acta Part B: Atomic Spectroscopy, Vol. 101 https://doi.org/10.1016/j.sab.2014.08.039	journal	November 2014
Age-specific discrimination of blood plasma samples of healthy and ovarian cancer prone mice using laser-induced breakdown spectroscopy Melikechi, Noureddine; Markushin, Yuri; Connolly, Denise C. Spectrochimica Acta Part B: Atomic Spectroscopy, Vol. 123 https://doi.org/10.1016/j.sab.2016.07.008	journal	September 2016
Diagnosis of human malignancies using laser-induced breakdown spectroscopy in combination with chemometric methods Chen, Xue; Li, Xiaohui; Yu, Xin Spectrochimica Acta Part B: Atomic Spectroscopy, Vol. 139 https://doi.org/10.1016/j.sab.2017.11.016	journal	January 2018
Using LIBS to diagnose melanoma in biomedical fluids deposited on solid substrates: Limits of direct spectral analysis and capability of machine learning Gaudiuso, Rosalba; Ewusi-Annan, Ebo; Melikechi, Noureddine Spectrochimica Acta Part B: Atomic Spectroscopy, Vol. 146 https://doi.org/10.1016/j.sab.2018.05.010	journal	August 2018
On the utilization of principal component analysis in laser-induced breakdown spectroscopy data analysis, a review Pořízka, Pavel; Klus, Jakub; Képeš, Erik Spectrochimica Acta Part B: Atomic Spectroscopy, Vol. 148 https://doi.org/10.1016/j.sab.2018.05.030	journal	October 2018
Laser-induced breakdown spectroscopy for human and animal health: A review Gaudiuso, Rosalba; Melikechi, Noureddine; Abdel-Salam, Zienab A. Spectrochimica Acta Part B: Atomic Spectroscopy, Vol. 152 https://doi.org/10.1016/j.sab.2018.11.006	journal	February 2019
Spectral signature of native CN bonds for bacterium detection and identification using femtosecond laser-induced breakdown spectroscopy Baudelet, Matthieu; Guyon, Laurent; Yu, Jin Applied Physics Letters, Vol. 88, Issue 6 https://doi.org/10.1063/1.2170437	journal	February 2006
Detection and Classification of Live and DeadEscherichia coliby Laser-Induced Breakdown Spectroscopy Sivakumar, P.; Fernández-Bravo, A.; Taleh, L. Astrobiology, Vol. 15, Issue 2 https://doi.org/10.1089/ast.2014.1181	journal	February 2015
Rapid induction of Alzheimer A beta amyloid formation by zinc Bush, A.; Pettingell, W.; Multhaup, G. Science, Vol. 265, Issue 5177 https://doi.org/10.1126/science.8073293	journal	September 1994
A/T/N: An unbiased descriptive classification scheme for Alzheimer disease biomarkers Jack, Clifford R.; Bennett, David A.; Blennow, Kaj Neurology, Vol. 87, Issue 5 https://doi.org/10.1212/WNL.0000000000002923	journal	July 2016
Discrimination of lymphoma using laser-induced breakdown spectroscopy conducted on whole blood samples Chen, Xue; Li, Xiaohui; Yang, Sibo Biomedical Optics Express, Vol. 9, Issue 3 https://doi.org/10.1364/BOE.9.001057	journal	February 2018
Automatic Classification of Laser-Induced Breakdown Spectroscopy (LIBS) Data of Protein Biomarker Solutions Pokrajac, David; Lazarevic, Aleksandar; Kecman, Vojislav Applied Spectroscopy, Vol. 68, Issue 9 https://doi.org/10.1366/14-07488	journal	September 2014
Raman Spectrometric Detection Methods for Early and Non-Invasive Diagnosis of Alzheimer’s Disease Huang, Chia-Chi; Isidoro, Ciro Journal of Alzheimer's Disease, Vol. 57, Issue 4 https://doi.org/10.3233/JAD-161238	journal	April 2017
Metals and Alzheimer’s Disease: How Far Have We Come in the Clinic? Adlard, Paul A.; Bush, Ashley I. Journal of Alzheimer's Disease, Vol. 62, Issue 3 https://doi.org/10.3233/JAD-170662	journal	March 2018

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