The evaluation of synthetic datasets on training AlexNet for surgical tool detection

Surgical tool recognition is a key task to analyze surgical workflow, in order to improve the efficiency and safety of laparoscopic surgeries. The laparoscopic videos are important sources to conduct this task, However, there are some challenges to analyze these videos. Focus on the imbalanced datas...

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Autores principales: Ding N., Jalal N. A., Alshirbaji T. A., Möller K.
Formato: article
Lenguaje:EN
Publicado: De Gruyter 2020
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R
Acceso en línea:https://doaj.org/article/fc0bcc8fc2e346828f6b83dbcf6182a5
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