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

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...

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Bibliographic Details
Main Authors: Roxane Munsterman, Tim Boers, Sicco J. Braak, Jelmer M. Wolterink, Michel Versluis, Srirang Manohar
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:WFUMB Ultrasound Open
Subjects:
3D ultrasound
Matrix transducer
Deep learning
Segmentation
Thyroid
Pre-operative planning
Online Access:http://www.sciencedirect.com/science/article/pii/S2949668324000235
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