Machine Learning Model with Fourier-Transform Infrared Spectroscopy (FTIR) as a Proof-of-Concept Tool for Predicting Group A Streptococcus (GAS) emm -Type in the Pediatric Population.
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| Title: | Machine Learning Model with Fourier-Transform Infrared Spectroscopy (FTIR) as a Proof-of-Concept Tool for Predicting Group A Streptococcus (GAS) emm -Type in the Pediatric Population. |
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| Authors: | Fox, Valeria1 (AUTHOR), Vrenna, Gianluca1,2 (AUTHOR), Rossitto, Martina1,3 (AUTHOR) martina.rossitto@opbg.net, Raimondi, Serena2,4 (AUTHOR), Cristiano, Marco2,5 (AUTHOR), Cortazzo, Venere1,2 (AUTHOR), Agosta, Marilena2 (AUTHOR), Lucignano, Barbara2,3 (AUTHOR), Onori, Manuela2,4 (AUTHOR), Tuccio Guarna Assanti, Vanessa2,5 (AUTHOR), Lepanto, Maria Stefania2 (AUTHOR), Essa, Nour2 (AUTHOR), Tarissi De Jacobis, Isabella3 (AUTHOR), Campana, Andrea4 (AUTHOR), Raponi, Massimiliano5 (AUTHOR), Villani, Alberto3 (AUTHOR), Perno, Carlo Federico2 (AUTHOR), Bernaschi, Paola2 (AUTHOR) |
| Source: | Diagnostics (2075-4418). Dec2025, Vol. 15 Issue 23, p3041. 14p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 190532903 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine Learning Model with Fourier-Transform Infrared Spectroscopy (FTIR) as a Proof-of-Concept Tool for Predicting Group A Streptococcus (GAS) emm -Type in the Pediatric Population. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Fox%2C+Valeria%22">Fox, Valeria</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Vrenna%2C+Gianluca%22">Vrenna, Gianluca</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Rossitto%2C+Martina%22">Rossitto, Martina</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<i> martina.rossitto@opbg.net</i><br /><searchLink fieldCode="AR" term="%22Raimondi%2C+Serena%22">Raimondi, Serena</searchLink><relatesTo>2,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Cristiano%2C+Marco%22">Cristiano, Marco</searchLink><relatesTo>2,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Cortazzo%2C+Venere%22">Cortazzo, Venere</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Agosta%2C+Marilena%22">Agosta, Marilena</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lucignano%2C+Barbara%22">Lucignano, Barbara</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Onori%2C+Manuela%22">Onori, Manuela</searchLink><relatesTo>2,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Tuccio+Guarna+Assanti%2C+Vanessa%22">Tuccio Guarna Assanti, Vanessa</searchLink><relatesTo>2,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lepanto%2C+Maria+Stefania%22">Lepanto, Maria Stefania</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Essa%2C+Nour%22">Essa, Nour</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Tarissi+De+Jacobis%2C+Isabella%22">Tarissi De Jacobis, Isabella</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Campana%2C+Andrea%22">Campana, Andrea</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Raponi%2C+Massimiliano%22">Raponi, Massimiliano</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Villani%2C+Alberto%22">Villani, Alberto</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Perno%2C+Carlo+Federico%22">Perno, Carlo Federico</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Bernaschi%2C+Paola%22">Bernaschi, Paola</searchLink><relatesTo>2</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Diagnostics+%282075-4418%29%22">Diagnostics (2075-4418)</searchLink>. Dec2025, Vol. 15 Issue 23, p3041. 14p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=190532903 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/diagnostics15233041 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 14 StartPage: 3041 Titles: – TitleFull: Machine Learning Model with Fourier-Transform Infrared Spectroscopy (FTIR) as a Proof-of-Concept Tool for Predicting Group A Streptococcus (GAS) emm -Type in the Pediatric Population. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Fox, Valeria – PersonEntity: Name: NameFull: Vrenna, Gianluca – PersonEntity: Name: NameFull: Rossitto, Martina – PersonEntity: Name: NameFull: Raimondi, Serena – PersonEntity: Name: NameFull: Cristiano, Marco – PersonEntity: Name: NameFull: Cortazzo, Venere – PersonEntity: Name: NameFull: Agosta, Marilena – PersonEntity: Name: NameFull: Lucignano, Barbara – PersonEntity: Name: NameFull: Onori, Manuela – PersonEntity: Name: NameFull: Tuccio Guarna Assanti, Vanessa – PersonEntity: Name: NameFull: Lepanto, Maria Stefania – PersonEntity: Name: NameFull: Essa, Nour – PersonEntity: Name: NameFull: Tarissi De Jacobis, Isabella – PersonEntity: Name: NameFull: Campana, Andrea – PersonEntity: Name: NameFull: Raponi, Massimiliano – PersonEntity: Name: NameFull: Villani, Alberto – PersonEntity: Name: NameFull: Perno, Carlo Federico – PersonEntity: Name: NameFull: Bernaschi, Paola IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 12 Text: Dec2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 20754418 Numbering: – Type: volume Value: 15 – Type: issue Value: 23 Titles: – TitleFull: Diagnostics (2075-4418) Type: main |
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