A review of thyroid gland segmentation and thyroid nodule segmentation methods for medical ultrasound images

J Chen, H You, K Li - Computer methods and programs in biomedicine, 2020 - Elsevier
… segmentation in ultrasound images. The aim of this work is to categorize and review the
thyroid gland segmentation and thyroid nodule segmentation methods in medical ultrasound. …

[HTML][HTML] Ultrasound classification of thyroid nodules: a systematic review

R Mistry, C Hillyar, A Nibber, T Sooriyamoorthy… - Cureus, 2020 - ncbi.nlm.nih.gov
Ultrasound (US) based classification systems exist for the stratification of thyroid nodules
the performance of US-based thyroid nodule classification systems through correlation with fine …

Diagnosis of thyroid nodule with new ultrasound imaging modalities

G Azizi, K Faust, ML Mayo, J Farrell… - …, 2020 - liebertpub.com
ultrasound (US) technology is an integral part of diagnosing and assessing risk stratification
of thyroid nodules (… (3D) US imaging may improve risk stratification for thyroid cancer (TC). …

Ultrasound of thyroid nodules and the thyroid imaging reporting and data system

HS Malhi, EG Grant - Neuroimaging Clinics, 2021 - neuroimaging.theclinics.com
… of a thyroid nodule being malignant as well as nodules found in men compared with women.
Palpable thyroid nodules occur in only 3% to 7% of adults, with 6.4% of palpable nodules

Performance of contrast-enhanced ultrasound in thyroid nodules: review of current state and future perspectives

M Radzina, M Ratniece, DS Putrins, L Saule… - Cancers, 2021 - mdpi.com
… The main goal of diagnostics in thyroid nodules is to exclude thyroid cancer by … benign from
malignant nodules [3,4]. The prevalence of thyroid nodules detected by ultrasound has been …

Automatic thyroid nodule recognition and diagnosis in ultrasound imaging with the YOLOv2 neural network

L Wang, S Yang, S Yang, C Zhao, G Tian… - World journal of surgical …, 2019 - Springer
… In this study, images of 2450 benign thyroid nodules and 2557 malignant thyroid nodules
The performance of the system in the diagnosis of thyroid nodules was evaluated, and the …

Ultrasound image-based diagnosis of malignant thyroid nodule using artificial intelligence

DT Nguyen, JK Kang, TD Pham, G Batchuluun… - Sensors, 2020 - mdpi.com
… Based on the proposed method explained in Section 2, in this section, we present various
experiments with a public ultrasound Thyroid Nodule Image Dataset (TDID dataset) to …

Thyroid nodule characterization: How to assess the malignancy risk. update of the literature

D Fresilli, E David, P Pacini, G Del Gaudio, V Dolcetti… - Diagnostics, 2021 - mdpi.com
… We have therefore drawn up an updated representation of the current evidence in the literature
for thyroid nodule multiparametric ultrasound (MPUS) evaluation with particular regard to …

Deep convolutional neural network for the diagnosis of thyroid nodules on ultrasound

SY Ko, JH Lee, JH Yoon, H Na, E Hong, K Han… - Head & …, 2019 - Wiley Online Library
… is recommended for thyroid nodules equal or more than 1 cm in size, whereas various size
cutoffs are used to recommend FNA to small thyroid nodules (ie, nodules measuring 1-2 cm). …

Inter-and intraobserver agreement in the assessment of thyroid nodule ultrasound features and classification systems: a blinded multicenter study

A Persichetti, E Di Stasio, C Coccaro, F Graziano… - Thyroid, 2020 - liebertpub.com
… evaluation of ultrasound (US) features of thyroid nodules. Multicenter … thyroid centers and
different specialists. Methods: A blinded analysis of 100 electronically recorded thyroid nodule