Automated recognition of objects and types of forceps in surgical images using deep learning

Analysis of operative data with convolutional neural networks (CNNs) is expected to improve the knowledge and professional skills of surgeons. Identification of objects in videos recorded during surgery can be used for surgical skill assessment and surgical navigation. The objectives of this study w...

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Detalles Bibliográficos
Autores principales: Bamba, Yoshiko, Ogawa, Shimpei, Itabashi, Michio, Kameoka, Shingo, Okamoto, Takahiro, Yamamoto, Masakazu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604928/
https://www.ncbi.nlm.nih.gov/pubmed/34799625
http://dx.doi.org/10.1038/s41598-021-01911-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604928/
https://www.ncbi.nlm.nih.gov/pubmed/34799625
http://dx.doi.org/10.1038/s41598-021-01911-1

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