research
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10/10/2022
Label-free segmentation from cardiac ultrasound using self-supervised learning
Background: Segmentation and measurement of cardiac chambers is critical...
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10/10/2022
Domain-guided data augmentation for deep learning on medical imaging
While domain-specific data augmentation can be useful in training neural...
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09/19/2018
Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions
Prenatal diagnosis of tetralogy of Fallot (TOF) and hypoplastic left hea...
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06/27/2017
