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Development of machine learning models for binary quality classification and noise removal in Pap smear samples.

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Title: Development of machine learning models for binary quality classification and noise removal in Pap smear samples.
Authors: Nuñez-Tovar, Heidy Vanessa1,2,3, hnunez@unbosque.edu.co, Guevara, Diana Lorena Forero4,5, dlforero@unbosque.edu.co, Puentes-Morales, Carlos, Mendoza-Cardona, Andres Felipe, Perdomo-Lara, Sandra Janneth, Alex-Campos
Source: Visión Electrónica; jul-dic2025, Vol. 19 Issue 2, p144-163, 20p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 190876815
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: <searchLink fieldCode="JN" term="%22Visión+Electrónica%22">Visión Electrónica</searchLink>; jul-dic2025, Vol. 19 Issue 2, p144-163, 20p
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      – Type: doi
        Value: 10.14483/issn.2248-4728
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      – Code: eng
        Text: English
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      – TitleFull: Development of machine learning models for binary quality classification and noise removal in Pap smear samples.
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            NameFull: Nuñez-Tovar, Heidy Vanessa
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            NameFull: Guevara, Diana Lorena Forero
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            NameFull: Puentes-Morales, Carlos
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            NameFull: Mendoza-Cardona, Andres Felipe
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            NameFull: Perdomo-Lara, Sandra Janneth
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            – D: 01
              M: 07
              Text: jul-dic2025
              Type: published
              Y: 2025
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