Towards more efficient CNN-based surgical tools classification using transfer learning

Towards more efficient CNN-based surgical tools classification using transfer learning

Abstract Context-aware system (CAS) is a system that can understand the context of a given situation and either share this context with other systems for their response or respond by itself. In surgery, these systems are intended to assist surgeons enhance the scheduling productivity of operating ro...

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Bibliographic Details
Main Authors: Jaafar Jaafari, Samira Douzi, Khadija Douzi, Badr Hssina
Format: Article
Language:English
Published: SpringerOpen 2021-08-01
Series:Journal of Big Data
Subjects:
Minimally-invasive-surgery
Deep Learning
Computer-vision
Transfer learning
Data augmentation
Online Access:https://doi.org/10.1186/s40537-021-00509-8

Internet

https://doi.org/10.1186/s40537-021-00509-8

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