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Deep learning-based segmentation of 3D ultrasound images of the thyroid

The goal of the study was to develop a method for segmentation of the thyroid, carotid artery (CA), and jugular vein (JV) using 3D ultrasound data. This method forms the basis for a computer-assisted needle-based intervention for thyroid nodules and thyroid volume estimation accuracy. Two datasets w...

Celý popis

Uloženo v:
Hlavní autoři: Roxane Munsterman, Tim Boers, Sicco J. Braak, Jelmer M. Wolterink, Michel Versluis, Srirang Manohar
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2024-12-01
Edice:WFUMB Ultrasound Open
Témata:
3D ultrasound
Matrix transducer
Deep learning
Segmentation
Thyroid
Pre-operative planning
On-line přístup:http://www.sciencedirect.com/science/article/pii/S2949668324000235
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