Weakly supervised learning of placental ultrasound images with residual networks

Accurate classification and localization of anatomical structures in images is a precursor for fully automatic image-based diagnosis of placental abnormalities. For placental ultrasound images, typically acquired in clinical screening and risk assessment clinics, these structures can have quite indi...

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Autori principali: Qi, H, Collins, S, Noble, A
Natura: Conference item
Pubblicazione: Springer 2017