An ensemble method for nuclei detection of overlapping cervical cells

The Pap test is a preventive approach that requires specialized and labor-intensive examination of cytological preparations to track potentially cancerous cells from the internal and external cervix surface. A cytopathologist must analyze many microscopic fields while screening for abnormal cells. T...

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Bibliographic Details
Published in:	Expert systems with applications Vol. 185; p. 115642
Main Authors:	Diniz, Débora Nasser, Vitor, Rafael Ferreira, Bianchi, Andrea Gomes Campos, Delabrida, Saul, Carneiro, Cláudia Martins, Ushizima, Daniela Mayumi, de Medeiros, Fátima Nelsizeuma Sombra, Souza, Marcone Jamilson Freitas
Format:	Journal Article
Language:	English
Published:	New York Elsevier Ltd 15.12.2021 Elsevier BV Elsevier
Subjects:	Abnormalities Algorithms Centroids Cervical cancer Cytology Decision trees Detection approach Ensemble methods Feature extraction Image processing algorithm Image segmentation MATHEMATICS AND COMPUTING Nuclei (cytology) Pap smear test Recall Detection approach Ensemble methods Image processing algorithm Cervical cancer Pap smear test
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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