Deep convolutional neural network for classification of thyroid nodules on ultrasound: Comparison of the diagnostic performance with that of radiologists

YJ Kim, Y Choi, SJ Hur, KS Park, HJ Kim, M Seo… - European Journal of …, 2022 - Elsevier
Purpose This study aimed to train and validate deep learning (DL) models for differentiating
malignant from benign thyroid nodules on US images and compare their performance with …

Thyroid Ultrasound Image Database and Marker Mask Inpainting Method for Research and Development

X Li, C Fu, S Xu, CW Sham - Ultrasound in Medicine & Biology, 2024 - Elsevier
Objective The main objective of this study was to build a rich and high-quality thyroid
ultrasound image database (TUD) for computer-aided diagnosis (CAD) systems to support …

Ultrasound image under artificial intelligence algorithm to evaluate the intervention effect of accelerated rehabilitation surgery nursing on laparoscopic hysterectomy

H Yu, Z Zhao, X Duan, J Zhou… - Computational …, 2022 - Wiley Online Library
To explore the application value of accelerated rehabilitation surgery (ERAS) nursing in
laparoscopic total hysterectomy, 120 patients who underwent laparoscopic total …

Automated Thyroid Ultrasound Analysis: Hashimoto's Thyroiditis

LJ de Oliveira Andrade, GCM de Oliveira… - medRxiv, 2024 - medrxiv.org
Introduction Thyroid ultrasound provides valuable insights for thyroid disorders but is
hampered by subjectivity. Automated analysis utilizing large datasets holds immense …

Ultrasound Image Segmentation and Classification of Benign and Malignant Thyroid Nodules on the Basis of Deep Learning

M Yang, AL Yee, J Yu - International Journal on Artificial …, 2023 - World Scientific
This study aimed to investigate the effect of an image denoising algorithm based on
weighted low-rank matrix restoration on thyroid nodule ultrasound images. A total of 1000 …

Local Gaussian Distribution Fitting Boundary Image Segmentation Algorithm for Ultrasound Images in Avoiding Recurrent Laryngeal Nerve Injury during Thyroid …

Z Xuan, N Wu, C Li, Y Liu - Scientific Programming, 2021 - Wiley Online Library
This work aimed to analyze the effect of the boundary segmentation algorithm in thyroid
nodules image segmentation and the influence of its adoption in avoiding recurrent …

Avaliação ultrassonográfica automatizada da tireoidite de Hashimoto usando inteligência artificial

LCM de Oliveira, GCM de Oliveira, LM de Oliveira… - preprints.scielo.org
Introdução: A ultrassonografia da tireoide fornece informações valiosas para distúrbios da
tireoide, mas é dificultada pela sua subjetividade. A análise automatizada utilizando …