Multi-cell type and multi-level graph aggregation network for cancer grading in pathology images

In pathology, cancer grading is crucial for patient management and treatment. Recent deep learning methods, based upon convolutional neural networks (CNNs), have shown great potential for automated and accurate cancer diagnosis. However, these do not explicitly utilize tissue/cellular composition, a...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Medical image analysis 2023-12, Vol.90, p.102936-102936, Article 102936
Hauptverfasser:	Abbas, Syed Farhan, Vuong, Trinh Thi Le, Kim, Kyungeun, Song, Boram, Kwak, Jin Tae
Format:	Artikel
Sprache:	eng
Schlagworte:	Cancer grading Cell graphs Graph aggregation Graph neural network
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!