Potential use of saliva infrared spectra and machine learning for a minimally invasive screening test for congenital syphilis in infants

Potential use of saliva infrared spectra and machine learning for a minimally invasive screening test for congenital syphilis in infants

Abstract Congenital syphilis is a global public health issue, and its diagnostic complexity poses a challenge to early treatment. Fourier Transform Infrared Spectroscopy (FTIR) is a promising technological tool that facilitates the detection and diagnosis of various diseases by providing information...

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Bibliographic Details
Main Authors: Deise Cristina Dal’Ongaro, Cicero Cena, Bruno Spolon Marangoni, Daniele A. Soares-Marangoni
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
FTIR spectroscopy
Saliva
Maternal syphilis
Photodiagnosis
Biomarkers
Online Access:https://doi.org/10.1038/s41598-025-05144-4
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https://doi.org/10.1038/s41598-025-05144-4

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