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,...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Gao, Y, Beriwal, S, Craik, R, Papageorghiou, AT, Noble, JA
Format: Conference item
Sprache:English
Veröffentlicht: Springer 2020