Automated segmentation by deep learning of loose connective tissue fibers to define safe dissection planes in robot-assisted gastrectomy

The prediction of anatomical structures within the surgical field by artificial intelligence (AI) is expected to support surgeons’ experience and cognitive skills. We aimed to develop a deep-learning model to automatically segment loose connective tissue fibers (LCTFs) that define a safe dissection...

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Detalles Bibliográficos
Autores principales: Kumazu, Yuta, Kobayashi, Nao, Kitamura, Naoki, Rayan, Elleuch, Neculoiu, Paul, Misumi, Toshihiro, Hojo, Yudai, Nakamura, Tatsuro, Kumamoto, Tsutomu, Kurahashi, Yasunori, Ishida, Yoshinori, Masuda, Munetaka, Shinohara, Hisashi
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/PMC8551298/
https://www.ncbi.nlm.nih.gov/pubmed/34707141
http://dx.doi.org/10.1038/s41598-021-00557-3

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