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Image-based recognition of surgical instruments by means of convolutional neural networks

PURPOSE: This work presents a novel camera-based approach for the visual recognition of surgical instruments. In contrast to the state of the art, the presented approach works without any additional markers. The recognition is the first step for the implementation of tracking and tracing of instrume...

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Detalles Bibliográficos
Autores principales: Lehr, Jan, Kelterborn, Kathrin, Briese, Clemens, Schlueter, Marian, Kroeger, Ole, Krueger, Joerg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10589183/
https://www.ncbi.nlm.nih.gov/pubmed/37199826
http://dx.doi.org/10.1007/s11548-023-02885-3