Spatio-temporal visual attention modelling of standard biometry plane-finding navigation

We present a novel multi-task neural network called Temporal SonoEyeNet (TSEN) with a primary task to describe the visual navigation process of sonographers by learning to generate visual attention maps of ultrasound images around standard biometry planes of the fetal abdomen, head (trans-ventricula...

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Bibliographic Details
Main Authors: Cai, Y, Droste, R, Sharma, H, Chatelain, P, Drukker, L, Papageorghiou, AT, Noble, JA
Format: Journal article
Language:English
Published: Elsevier 2020