Machine learning for medical ultrasound: status, methods, and future opportunities

LJ Brattain, BA Telfer, M Dhyani, JR Grajo… - Abdominal radiology, 2018 - Springer
Ultrasound (US) imaging is the most commonly performed cross-sectional diagnostic
imaging modality in the practice of medicine. It is low-cost, non-ionizing, portable, and …

Ultrasound elastography in the evaluation of thyroid pathology. Current status

V Cantisani, P Lodise, H Grazhdani, E Mancuso… - European journal of …, 2014 - Elsevier
Thyroid pathology including thyroid nodules and diffuse thyroid diseases represents often a
diagnosing challenge for clinicians. US, although highly accurate in identifying thyroid …

Strain US elastography for the characterization of thyroid nodules: advantages and limitation

V Cantisani, H Grazhdani, E Drakonaki… - International journal …, 2015 - Wiley Online Library
Thyroid nodules, with their high prevalence in the general population, represent a diagnostic
challenge for clinicians. Ultrasound (US), although absolutely reliable in detecting thyroid …

Ultrasound elastography in thyroid disease

SM Dudea, CB Jid - Medical ultrasonography, 2015 - medultrason.ro
Thyroid elastography has become, lately, one of the main focuses in thyroid imaging. With
more than one hundred papers published on this subject, the core of accumulated …

Comparative effectiveness of elastographic and B-mode ultrasound criteria for diagnostic discrimination of thyroid nodules: a meta-analysis

SA Razavi, TA Hadduck, G Sadigh… - American Journal of …, 2013 - Am Roentgen Ray Soc
OBJECTIVE. The purpose of this article is to present, through systematic review of recent
literature, a comparative effectiveness analysis of ultrasound elastography versus B-mode …

Prospective comparative evaluation of quantitative-elastosonography (Q-elastography) and contrast-enhanced ultrasound for the evaluation of thyroid nodules …

V Cantisani, F Consorti, A Guerrisi, I Guerrisi… - European journal of …, 2013 - Elsevier
Purpose To assess the effectiveness of semiquantitative elastosonography (Q-elastography)
compared with contrast-enhanced ultrasound (CEUS) in differentiating the nature of thyroid …

[HTML][HTML] Standardized ultrasound report for thyroid nodules: the endocrinologist's viewpoint

M Andrioli, C Carzaniga… - European Thyroid Journal, 2013 - etj.bioscientifica.com
Background: Ultrasonography (US) plays a crucial role in the diagnostic management of
thyroid nodules, but its widespread use in clinical practice might generate heterogeneity in …

Comparison of strain ratio with elastography score system in differentiating malignant from benign thyroid nodules

H Wang, D Brylka, LN Sun, YQ Lin, GQ Sui, J Gao - Clinical imaging, 2013 - Elsevier
BACKGROUND: To prospectively compare strain ratio to elastography score system in
distinguishing between malignant and benign thyroid nodules. METHODS: The local …

[HTML][HTML] The diagnostic efficiency of ultrasound computer–aided diagnosis in differentiating thyroid nodules: A systematic review and narrative synthesis

N Chambara, M Ying - Cancers, 2019 - mdpi.com
Computer-aided diagnosis (CAD) techniques have emerged to complement qualitative
assessment in the diagnosis of benign and malignant thyroid nodules. The aim of this review …

Computer-aided diagnosis based on quantitative elastographic features with supersonic shear wave imaging

Y Xiao, J Zeng, L Niu, Q Zeng, T Wu, C Wang… - Ultrasound in medicine …, 2014 - Elsevier
Supersonic shear wave imaging (SSI) has recently been explored as a technique to
evaluate tissue elasticity modulus and has become a valuable tool for tumor …