Indeterminate thyroid cytology: detecting malignancy using analysis of nuclear images.

Caroline Y HayashiDanilo T A JauneCristiano C OliveiraBárbara P CoelhoHélio A MiotMariângela E A MarquesJosé Vicente TagliariniEmanuel C CastilhoCarlos S P SoaresFlávia R K OliveiraPaula SoaresGláucia Maria Ferreira da Silva Mazeto

Published in: Endocrine connections (2021)

CANI demonstrated a high capacity for correctly classifying AUS/FLUS and FN/SFN thyroid nodules for malignancy. This could be a useful method to help increase diagnostic accuracy in the indeterminate thyroid cytology.

Keyphrases

fine needle aspiration
ultrasound guided
deep learning
high grade
convolutional neural network
optical coherence tomography
machine learning