Multi-centre deep learning for placenta segmentation in obstetric ultrasound with multi-observer and cross-country generalization

Abstract The placenta is crucial to fetal well-being and it plays a significant role in the pathogenesis of hypertensive pregnancy disorders. Moreover, a timely diagnosis of placenta previa may save lives. Ultrasound is the primary imaging modality in pregnancy, but high-quality imaging depends on t...

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Bibliographic Details
Main Authors: Lisbeth Anita Andreasen, Aasa Feragen, Anders Nymark Christensen, Jonathan Kistrup Thybo, Morten Bo S. Svendsen, Kilian Zepf, Karim Lekadir, Martin Grønnebæk Tolsgaard
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-29105-x