Application of Deep Learning Model in the Sonographic Diagnosis of Uterine Adenomyosis.

Diego Raimondo Antonio RaffoneAnna Chiara AruMatteo GiorgiIlaria GiaquintoEmanuela SpagnoloAntonio TravaglinoFederico Andrea GalatoloMario Giovanni Cosimo Antonio Cimino Jacopo Lenzi Gabriele Centini Lucia LazzeriAntonio MolloRenato SeracchioliPaolo Casadio

Published in: International journal of environmental research and public health (2023)

In this preliminary study DL model showed a lower accuracy but a higher specificity in diagnosing adenomyosis on ultrasonographic images compared to intermediate-skilled trainees.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
machine learning
optical coherence tomography
primary care
general practice