all_attempts.zip (1002.76 kB)

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

dataset

posted on 2023-11-02, 16:09 authored by Jialang XuJialang Xu, Dimitrios AnastasiouDimitrios Anastasiou, James Booker, Oliver Burton, Hugo Layard HorsfallHugo Layard Horsfall, Carmen Salvadores FernandezCarmen Salvadores Fernandez, Yang XueYang Xue, Danail StoyanovDanail Stoyanov, Manish TiwariManish Tiwari, Hani MarcusHani Marcus, Evangelos MazomenosEvangelos Mazomenos

This dataset is for our accepted paper in the 'Sensors' journal titled 'A Deep Learning Approach to Classify Surgical Skill in Microsurgery Using Force Data from a Novel Sensorised Surgical Glove'. Official code can be found at https://github.com/wzjialang/Force_data_code.

It includes force data obtained from 13 surgeons while executing a validated preclinical microsurgical task 'Star's the Limit'. The force data was collected by a sensorised surgical glove.