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Artificial neural network prediction of post-thyroidectomy outcome.

Kotaro TsutsumiKhodayar GoshtasbiKhwaja H AhmedPooya KhosraviKaren TawkYarah M HaidarTjoson TjoaWilliam B ArmstrongMehdi Abouzari
Published in: Clinical otolaryngology : official journal of ENT-UK ; official journal of Netherlands Society for Oto-Rhino-Laryngology & Cervico-Facial Surgery (2023)
We predicted surgical/medical complications and unplanned reoperation following thyroidectomy via development of a well-performing ML algorithm. We have also developed a web-based application available on mobile devices to demonstrate the predictive capacity of our models in real time.
Keyphrases
  • neural network
  • papillary thyroid
  • healthcare
  • risk factors
  • lymph node metastasis
  • machine learning