WFUMB guidelines and recommendations on the clinical use of ultrasound elastography: part 4. Thyroid

D Cosgrove, R Barr, J Bojunga, V Cantisani… - Ultrasound in medicine …, 2017 - Elsevier
Abstract The World Federation for Ultrasound in Medicine and Biology (WFUMB) has
produced guidelines for the use of elastography techniques including basic science, breast …

Strain elastography-how to do it?

CF Dietrich, RG Barr, A Farrokh… - Ultrasound …, 2017 - thieme-connect.com
Tissue stiffness assessed by palpation for diagnosing pathology has been used for
thousands of years. Ultrasound elastography has been developed more recently to display …

A pre-trained convolutional neural network based method for thyroid nodule diagnosis

J Ma, F Wu, J Zhu, D Xu, D Kong - Ultrasonics, 2017 - Elsevier
In ultrasound images, most thyroid nodules are in heterogeneous appearances with various
internal components and also have vague boundaries, so it is difficult for physicians to …

Multitask cascade convolution neural networks for automatic thyroid nodule detection and recognition

W Song, S Li, J Liu, H Qin, B Zhang… - IEEE journal of …, 2018 - ieeexplore.ieee.org
Thyroid ultrasonography is a widely used clinical technique for nodule diagnosis in thyroid
regions. However, it remains difficult to detect and recognize the nodules due to low …

Quantification of heterogeneity as a biomarker in tumor imaging: a systematic review

L Alic, WJ Niessen, JF Veenland - PloS one, 2014 - journals.plos.org
Background Many techniques are proposed for the quantification of tumor heterogeneity as
an imaging biomarker for differentiation between tumor types, tumor grading, response …

Artificial intelligence in thyroid ultrasound

CL Cao, QL Li, J Tong, LN Shi, WX Li, Y Xu… - Frontiers in …, 2023 - frontiersin.org
Artificial intelligence (AI), particularly deep learning (DL) algorithms, has demonstrated
remarkable progress in image-recognition tasks, enabling the automatic quantitative …

Texture analysis and machine learning to characterize suspected thyroid nodules and differentiated thyroid cancer: Where do we stand?

M Sollini, L Cozzi, A Chiti, M Kirienko - European journal of radiology, 2018 - Elsevier
In thyroid imaging,“texture” refers to the echographic appearence of the parenchyma or a
nodule. However, definition of the image characteristics is operator dependent and …

Computer‐aided diagnosis for classifying benign versus malignant thyroid nodules based on ultrasound images: a comparison with radiologist‐based assessments

Y Chang, AK Paul, N Kim, JH Baek, YJ Choi… - Medical …, 2016 - Wiley Online Library
Purpose: To develop a semiautomated computer‐aided diagnosis (cad) system for thyroid
cancer using two‐dimensional ultrasound images that can be used to yield a second …

Quantification of cervical elastography: a reproducibility study

FS Molina, LF Gómez, J Florido… - … in Obstetrics & …, 2012 - Wiley Online Library
Objectives To assess a new method for numerical quantification of cervical elastography
during pregnancy and to evaluate the repeatability of the measurements. Methods Cervical …

Acoustic radiation force impulse imaging for differentiation of thyroid nodules

J Bojunga, N Dauth, C Berner, G Meyer, K Holzer… - 2012 - journals.plos.org
Background Acoustic Radiation Force Impulse (ARFI)-Imaging is an ultrasound-based
elastography method enabling quantitative measurement of tissue stiffness. The aim of the …