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A Deep Learning Approach to Classify Surgical Skill in Microsurgery Using Force Data from a Novel Sensorised Surgical Glove.
Xu, Jialang; Anastasiou, Dimitrios; Booker, James; Burton, Oliver E; Layard Horsfall, Hugo; Salvadores Fernandez, Carmen; Xue, Yang; Stoyanov, Danail; Tiwari, Manish K; Marcus, Hani J; Mazomenos, Evangelos B.
Affiliation
  • Xu J; Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK.
  • Anastasiou D; Department of Medical Physics and Biomedical Engineering, University College London, London WC1E 6BT, UK.
  • Booker J; Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK.
  • Burton OE; Department of Medical Physics and Biomedical Engineering, University College London, London WC1E 6BT, UK.
  • Layard Horsfall H; Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK.
  • Salvadores Fernandez C; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London WC1N 3BG, UK.
  • Xue Y; Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK.
  • Stoyanov D; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London WC1N 3BG, UK.
  • Tiwari MK; Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK.
  • Marcus HJ; Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London WC1N 3BG, UK.
  • Mazomenos EB; Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London W1W 7TY, UK.
Sensors (Basel) ; 23(21)2023 Nov 03.
Article in En | MEDLINE | ID: mdl-37960645
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Full text: 1 Database: MEDLINE Main subject: Deep Learning / Microsurgery Language: En Journal: Sensors (Basel) Year: 2023 Type: Article Affiliation country: United kingdom
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Full text: 1 Database: MEDLINE Main subject: Deep Learning / Microsurgery Language: En Journal: Sensors (Basel) Year: 2023 Type: Article Affiliation country: United kingdom