Gaze-probe joint guidance with multi-task learning in obstetric ultrasound scanning

In this work, we exploit multi-task learning to jointly predict the two decision-making processes of gaze movement and probe manipulation that an experienced sonographer would perform in routine obstetric scanning. A multimodal guidance framework, Multimodal-GuideNet, is proposed to detect the causa...

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Bibliographic Details
Main Authors: Men, Q, Teng, C, Drukker, L, Noble, JA, Papageorghiou, AT
Format: Journal article
Language:English
Published: Elsevier 2023