Incorporated region detection and classification using deep convolutional networks for bone age assessment

•The first attempt to integrate TW3 and CNN-based method based on deep learning.•Explore the expert knowledge from TW3 for bone age assessment by deep convolution networks.•Incorporation of TW3 scheme with deep learning shows better performance than the GPbased method.•Achieves a mean absolute error...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Artificial intelligence in medicine 2019-06, Vol.97, p.1-8
Hauptverfasser:	Bui, Toan Duc, Lee, Jae-Joon, Shin, Jitae
Format:	Artikel
Sprache:	eng
Schlagworte:	Bone age assessment Convolutional neural networks Greulich and Pyle Tanner-Whitehouse
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!