Search Results for author: Yili Zhao

Found 4 papers, 3 papers with code

Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions

no code implementations19 Sep 2018 Rima Arnaout, Lara Curran, Erin Chinn, Yili Zhao, Anita Moon-Grady

Using 685 retrospectively collected echocardiograms from fetuses 18-24 weeks of gestational age from 2000-2018, we trained convolutional and fully-convolutional deep learning models in a supervised manner to (i) identify the five canonical screening views of the fetal heart and (ii) segment cardiac structures to calculate fetal cardiac biometrics.

Binary Classification Specificity

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