Automatic standard plane and diagnostic usability classification in obstetric ultrasounds

Automatic standard plane and diagnostic usability classification in obstetric ultrasounds

Objective: This study introduces an innovative end-to-end deep learning pipeline designed to automatically classify and order fetal ultrasound standard planes in alignment with the guidelines of the Canadian Association of Radiologists, while also assessing the diagnostic usability of each view. The...

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Bibliographic Details
Main Authors: Adam Lim, Mohamed Abdalla, Farbod Abolhassani, Wyanne Law, Benjamin Fine, Dafna Sussman
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:WFUMB Ultrasound Open
Subjects:
Deep learning
Obstetric ultrasound
Convolutional neural network
Image classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2949668324000181
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