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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Detalles Bibliográficos
Autores principales: Men, Qianhui, Teng, Clare, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7615231/
https://www.ncbi.nlm.nih.gov/pubmed/37863638
http://dx.doi.org/10.1016/j.media.2023.102981

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7615231/
https://www.ncbi.nlm.nih.gov/pubmed/37863638
http://dx.doi.org/10.1016/j.media.2023.102981

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