AIMC Topic: Syphilis, Congenital

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

Scientific reports Jul 1, 2025
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 ...
Humans Machine Learning Female Infant, Newborn Sensitivity and Specificity Male Infant Spectroscopy, Fourier Transform Infrared Principal Component Analysis Saliva Syphilis, Congenital
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Predicting congenital syphilis cases: A performance evaluation of different machine learning models.

PloS one Jun 2, 2023
BACKGROUND: Communicable diseases represent a huge economic burden for healthcare systems and for society. Sexually transmitted infections (STIs) are a concerning issue, especially in developing and underdeveloped countries, in which environmental fa...
Humans Machine Learning Brazil Incidence Child, Preschool Child Sociodemographic Factors Epidemiological Monitoring Syphilis, Congenital
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