Label efficient localization of fetal brain biometry planes in ultrasound through metric learning

For many emerging medical image analysis problems, there is limited data and associated annotations. Traditional deep learning is not well-designed for this scenario. In addition, for deploying deep models on a consumer-grade tablet, it requires models to be efficient computationally. In this paper,...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Gao, Y, Beriwal, S, Craik, R, Papageorghiou, AT, Noble, JA
Format: Conference item
Język:English
Wydane: Springer 2020