Video-Based Performance Analysis in Pituitary Surgery - Part 2: Artificial Intelligence Assisted Surgical Coaching.

Journal: World neurosurgery
PMID:

Abstract

BACKGROUND: Superior surgical skill improves surgical outcomes in endoscopic pituitary adenoma surgery. Video-based coaching programs, pioneered in professional sports, have shown promise in surgical training. In this study, we developed and assessed a video-based coaching program using artificial intelligence (AI) assistance.

Authors

  • Danyal Z Khan
    Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, University College, London, United Kingdom; Wellcome EPSRC Centre for Interventional and Surgical Sciences, University College, London, United Kingdom.
  • Nicola Newall
    Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London, UK.
  • Chan Hee Koh
    Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, University College, London, United Kingdom; Wellcome EPSRC Centre for Interventional and Surgical Sciences, University College, London, United Kingdom.
  • Adrito Das
    Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London, United Kingdom. adrito.das.20@ucl.ac.uk.
  • Sanchit Aapan
    Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK; Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London, UK.
  • Hugo Layard Horsfall
    Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, University College, London, United Kingdom; Wellcome EPSRC Centre for Interventional and Surgical Sciences, University College, London, United Kingdom. Electronic address: Hugo.layardhorsfall@ucl.ac.uk.
  • Stephanie E Baldeweg
    Department of Diabetes and Endocrinology, University College London Hospitals, London, UK.
  • Sophia Bano
    Wellcome/EPSRC Centre for Interventional and Surgical Sciences (WEISS) and Department of Computer Science, University College London, London, UK. sophia.bano@ucl.ac.uk.
  • Anouk Borg
    Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.
  • Aswin Chari
    Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.
  • Neil L Dorward
    2National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, United Kingdom.
  • Anne Elserius
    Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.
  • Theofanis Giannis
    Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.
  • Abhiney Jain
    Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, UK.
  • Danail Stoyanov
    University College London, London, UK.
  • Hani J Marcus
    The Hamlyn Centre for Robotic Surgery, Institute of Global Health Innovation, Imperial College London, Paterson Building (Level 3), Praed Street, London, W2 1NY, UK, hani.marcus10@imperial.ac.uk.