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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...
Autores principales: | Men, Qianhui, Teng, Clare, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2023
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Materias: | |
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 |
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