A Deep Neural Networks-Based Sound Speed Reconstruction with Enhanced Generalization by Training on a Natural Image Dataset

Sound speed reconstruction has been investigated for quantitative evaluation of tissue properties in breast examination. Full waveform inversion (FWI), a mainstream method for conventional sound speed reconstruction, is an iterative method that includes numerical simulation of wave propagation, resu...

Descripció completa

Dades bibliogràfiques

Autors principals:	Yoshiki Watanabe, Takashi Azuma, Shu Takagi
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2023-12-01
Col·lecció:	Applied Sciences
Matèries:	breast cancer deep learning natural image numerical simulation ultrasound computed tomography
Accés en línia:	https://www.mdpi.com/2076-3417/14/1/37
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!