Artificial Intelligence in Surgery

Large Language Models

ChatGPT, GPT-4

Segmentation of Medical Images

Using state of the software for automatic segmentation of radiological datasets

Collecting Large Datasets

As a member of the AI Task Force of Society of American Gastrointestinal and Endoscopic Surgeons (SAGES) I am involved in the Critical View of Safety Challenge

Publications on AI in Surgery

  • First application of AI to predict proficiency acquisition using a virtual reality simulator for robotic surgery.
  • Largest international study with dV-Trainer simulator.
  • Ensemble neural networks reached an accuracy of 0.79 and 0.96 for the prediction of respectively training time and number of attempts to reach proficiency.
Moglia A, et al. Surg Endosc 2022;36:6473-9.
  • First systematic review on AI in robotic surgery.
  • Applications on Motion Analysis and Surgical Specialties.
  • Limitations and Future Challenges.
Moglia A, et al. Int J Surg. 2021 Nov;95:106151. Epub 2021 Oct 22.
  • Explanation of the main AI expressions used in surgery.
  • Target readers: surgeons and young researchers approaching the field.
Moglia A, et al. Surg Endosc 2022;36:7986-7997.
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