A review: The detection of cancer cells in histopathology based on machine vision

Machine vision is being employed in defect detection, size measurement, pattern recognition, image fusion, target tracking and 3D reconstruction. Traditional cancer detection methods are dominated by manual detection, which wastes time and manpower, and heavily relies on the pathologists’ skill and...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Computers in biology and medicine 2022-07, Vol.146, p.105636-105636, Article 105636
Hauptverfasser:	He, Wenbin, Liu, Ting, Han, Yongjie, Ming, Wuyi, Du, Jinguang, Liu, Yinxia, Yang, Yuan, Wang, Leijie, Jiang, Zhiwen, Wang, Yongqiang, Yuan, Jie, Cao, Chen
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Biopsy Breast cancer Cancer Cancer cell detection Cancer therapies Classification Colorectal cancer Computer vision Cytoplasm Decision making Deep learning Domains Esophagus Fatalities Feature extraction Heredity Histopathological images Histopathology Image classification Image preprocessing and segmentation Image processing Image reconstruction Image segmentation Lung cancer Machine learning Machine vision Manpower Medical diagnosis Medical imaging Object recognition Pathology Pattern recognition Prostate cancer Tracking Traditional machine learning Vision systems
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!