Multi-Parametric Fusion of 3D Power Doppler Ultrasound for Fetal Kidney Segmentation Using Fully Convolutional Neural Networks

Kidney development is key to the long-term health of the fetus. Renal volume and vascularity assessed by 3D ultrasound (3D-US) are known markers of wellbeing, however, a lack of real-time image segmentation solutions preclude these measures being used in a busy clinical environment. In this work, we...

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Veröffentlicht in:IEEE journal of biomedical and health informatics 2021-06, Vol.25 (6), p.2050-2057
Hauptverfasser: Weerasinghe, Nipuna H., Lovell, Nigel H., Welsh, Alec W., Stevenson, Gordon N.
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Sprache:eng
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