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 Fernandez, Yang XueYang Xue, Danail StoyanovDanail Stoyanov, Manish TiwariManish Tiwari, Hani MarcusHani Marcus, Evangelos MazomenosEvangelos MazomenosThis 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.
Funding
Wellcome/EPSRC Centre for Interventional and Surgical Sciences [203145Z/16/Z] and [NS/A000050/1]
EPSRC Centre for Doctoral Training in Intelligent, Integrated Imaging In Healthcare (i4health)
Engineering and Physical Sciences Research Council
Find out more...RAE Chair in Emerging Technologies [CiET1819/2/36]
EPSRC Early Career Research Fellowship [EP/P012841/1]
DTP 2018-19 University College London
Engineering and Physical Sciences Research Council
Find out more...DTP 2020-2021 University College London
Engineering and Physical Sciences Research Council
Find out more...
