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...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Expert systems with applications Jg. 185; S. 115642
Hauptverfasser:	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
Sprache:	Englisch
Veröffentlicht:	New York Elsevier Ltd 15.12.2021 Elsevier BV Elsevier
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!