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
machine learning
deep learning