Multilayer Perceptron for squamous cell nuclei localization in Pap smear tests using local features.

Cervical cancer is the fourth most commonly diagnosed cancer among women worldwide and it is a leading cause of death in women. Diagnosis is typically performed manually by analyzing squamous cells in Pap smear tests, a process that is time-consuming and prone to a high rate of errors. The adoption...

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Detalles Bibliográficos

Publicado en:	Revista Mexicana de Ingeniería Biomédica Vol. 47; no. 1; pp. 1 - 22
Autores principales:	Reyes Morales, Alejandro, Dalmau Cedeño, Oscar Susano, Alarcón Martínez, Teresa Efigenia, Oliva Ibarra, Francisco Eduardo
Formato:	Artículo
Publicado:	Sociedad Mexicana de Ingenieria Biomedica, A.C. Jan-Apr2026
Materias:	Multilayer perceptrons Artificial neural networks Image processing Detection algorithms Cytology Cervical cancer diagnosis
Acceso en línea:	Ver este registro en EBSCOhost