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23 September 2022 : Review article  

[In Press] A Review of the Role of Ultrasound Radiomics and Its Application and Limitations in the Investigation of Thyroid Disease

Wen-Wu Lu1E, Di Zhang2F, Xue-Jun Ni1E

DOI: 10.12659/MSM.937738

Med Sci Monit In Press; DOI: 10.12659/MSM.937738  

Available online: 2022-09-23, In Press, Corrected Proof

Publication in the "In-Press" formula aims at speeding up the public availability of the pending manuscript while waiting for the final publication. The assigned DOI number is active and citable. The availability of the article in the Medline, PubMed and PMC databases as well as Web of Science will be obtained after the final publication according to the journal schedule

Abstract

ABSTRACT
The incidence of thyroid disease has gradually increased in recent years. Conventional ultrasound is one of the most critical thyroid imaging methods, but it still has certain limitations. The use of B-model ultrasound (BMUS) diagnosis of thyroid disease will be affected by a doctors’ clinical experience. The ultrasound radiomics is based on ultrasound images to delineate the region of interest (ROI), and then extract features to quantify the disease information contained in the image, which helps to analyze the correlation between the image and the clinical pathology of the disease. By building a powerful model, it can be used to diagnose benign and malignant thyroid nodules, predict lymph node status in thyroid cancer, analyze molecular biological characteristics, and predict the survival of thyroid cancer patients. At present, the application of ultrasound radiomics in the thyroid is pervasive. These ultrasound radiomics studies have further promoted the progress of ultrasonic technology in the field of thyroid disease. Clinicians should be familiar with the workflow of ultrasound radiomics and understand the application of this technology to the thyroid. In this article, we first describe the workflow of ultrasound radiomics, followed by an overview of the application of ultrasound radiomics to the thyroid. Finally, some current limitations of the technology and areas for future improvement are discussed. This article aims to review the role of ultrasound radiomics and its application and limitations in the investigation of thyroid disease.

Keywords: Artificial Intelligence; Thyroid Nodule; Ultrasonography, Doppler

Editorial

12 September 2022 : Editorial  

Editorial: Treatment with Dual Incretin Receptor Agonists to Maintain Normal Glucose Levels May Also Maintain Normal Weight and Control Metabolic Dysfunction-Associated Fatty Liver Disease (MAFLD)

Ana Luisa Ordóñez-Vázquez, Sofía Murúa Beltrán-Gall, Shreya C. Pal, Nahum Méndez-Sánchez
Liver Research Unit, Medica Sur Clinic Foundation, Mexico City, Mexico

DOI: 10.12659/MSM.938365

Med Sci Monit 2022; 28:e938365

SARS-CoV-2/COVID-19

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29 Sep 2022 : Animal Research  

Effect of Antilogous Platelet-Rich Plasma on the Revascularization of Rabbit Prefabricated Flap

Med Sci Monit In Press; DOI: 10.12659/MSM.937718  

26 Sep 2022 : Clinical Research  

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Med Sci Monit In Press; DOI: 10.12659/MSM.937987  

26 Sep 2022 : Clinical Research  

Latency and Interpeak Interval Values of Auditory Brainstem Response in 73 Individuals with Normal Hearing

Med Sci Monit In Press; DOI: 10.12659/MSM.937847  

23 Sep 2022 : Review article  

A Review of the Role of Ultrasound Radiomics and Its Application and Limitations in the Investigation of Th...

Med Sci Monit In Press; DOI: 10.12659/MSM.937738  

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Medical Science Monitor eISSN: 1643-3750
Medical Science Monitor eISSN: 1643-3750