A Deep Learning Approach to Classify Surgical Skill in Microsurgery Using Force Data from a Novel Sensorised Surgical Glove

A Deep Learning Approach to Classify Surgical Skill in Microsurgery Using Force Data from a Novel Sensorised Surgical Glove

Microsurgery serves as the foundation for numerous operative procedures. Given its highly technical nature, the assessment of surgical skill becomes an essential component of clinical practice and microsurgery education. The interaction forces between surgical tools and tissues play a pivotal role i...

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Bibliographic Details
Main Authors: Jialang Xu, Dimitrios Anastasiou, James Booker, Oliver E. Burton, Hugo Layard Horsfall, Carmen Salvadores Fernandez, Yang Xue, Danail Stoyanov, Manish K. Tiwari, Hani J. Marcus, Evangelos B. Mazomenos
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Sensors
Subjects:
surgical skill classification
microsurgery
neurosurgery
force data
deep learning
Online Access:https://www.mdpi.com/1424-8220/23/21/8947

Internet

https://www.mdpi.com/1424-8220/23/21/8947

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