Deep Learning Analysis with Gray Scale and Doppler Ultrasonography Images to Differentiate Graves' Disease.

Han-Sang Baek Jinyoung Kim Chai-Ho Jeong Jeongmin Lee Jeonghoon Ha Kwan Hoon Jo Min-Hee Kim Tae Seo Sohn Ihn Suk Lee Dong-Jun Lim

Published in: The Journal of clinical endocrinology and metabolism (2024)

Machine learning models based on ultrasound and Doppler images showed promising results with high accuracy and sensitivity in differentiating GD from thyroiditis.

Keyphrases

deep learning
machine learning
convolutional neural network
artificial intelligence
magnetic resonance imaging
contrast enhanced
blood flow
optical coherence tomography
computed tomography
magnetic resonance
ultrasound guided
contrast enhanced ultrasound