Breast cancer detection and classification in mammogram using a three-stage deep learning framework based on PAA algorithm

In recent years, deep learning has been used to develop an automatic breast cancer detection and classification tool to assist doctors. In this paper, we proposed a three-stage deep learning framework based on an anchor-free object detection algorithm, named the Probabilistic Anchor Assignment (PAA)...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Artificial intelligence in medicine Jg. 134; S. 102419
Hauptverfasser:	Jiang, Jiale, Peng, Junchuan, Hu, Chuting, Jian, Wenjing, Wang, Xianming, Liu, Weixiang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.12.2022
Schlagworte:	Breast cancer Breast lesion detection Deep learning Object detection algorithm Whole mammogram classification Deep learning Whole mammogram classification Breast cancer Breast lesion detection Object detection algorithm
ISSN:	0933-3657, 1873-2860, 1873-2860
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!