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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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Detalhes bibliográficos
Publicado no:Med Image Anal
Main Authors: Men, Qianhui, Teng, Clare, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison
Formato: Artigo
Idioma:Inglês
Publicado em: 2023
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7615231/
https://ncbi.nlm.nih.gov/pubmed/37863638
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2023.102981
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