LGF‐Net: A multi‐scale feature fusion network for thyroid nodule ultrasound image classification
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.70149
Abstract: Abstract Background Thyroid cancer is one of the most common cancers in clinical practice, and accurate classification of thyroid nodule ultrasound images is crucial for computer‐aided diagnosis. Models based on a convolutional neural network (CNN)… read more here.
Keywords: classification; nodule; feature fusion; multi scale ... See more keywords
Thyroid nodule size calculated using ultrasound and gross pathology as predictors of cancer: A 23‐year retrospective study
Sign Up to like & getrecommendations! Published in 2019 at "Diagnostic Cytopathology"
DOI: 10.1002/dc.24068
Abstract: Thyroid nodules are very common. Ultrasound (US) and fine needle aspiration (FNA) are both integral in cancer screening. This study investigated the concordance between thyroid nodule sizes measured by US and gross pathologic examination and… read more here.
Keywords: study; nodule size; thyroid nodule; pathology ... See more keywords
Deep Learning and Handcrafted Features for Thyroid Nodule Classification
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.23215
Abstract: In this research, we present a refined image‐based computer‐aided diagnosis (CAD) system for thyroid cancer detection using ultrasound imagery. This system integrates a specialized convolutional neural network (CNN) architecture designed to address the unique aspects… read more here.
Keywords: classification; deep learning; features thyroid; thyroid nodule ... See more keywords
OPG is associated with thyroid nodule development in type 2 diabetes
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Clinical Laboratory Analysis"
DOI: 10.1002/jcla.24615
Abstract: Thyroid nodule prevalence is increasing lately, especially in diabetes, but the mechanism of which is not clear. In this study, we investigated if osteoprotegerin (OPG) is involved in the pathogenesis of thyroid nodules in diabetes. read more here.
Keywords: nodule; development type; opg associated; nodule development ... See more keywords
Thyroid Nodule Margin Assessment Using ACR TI‐RADS: Adding Points for Macrolobulation Impairs Performance
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Ultrasound in Medicine"
DOI: 10.1002/jum.16034
Abstract: We evaluated the performance of ACR TI‐RADS when points for lobulated margins are applied only when the margins meet a quantified measure of margin microlobulation and not applied when nodules only demonstrate macrolobulation. read more here.
Keywords: acr rads; nodule margin; macrolobulation; thyroid nodule ... See more keywords
Diagnosis of Thyroid Nodule Malignancy Using Peritumoral Region and Artificial Intelligence
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Ultrasound in Medicine"
DOI: 10.1002/jum.16665
Abstract: To develop, test, and externally validate a hybrid artificial intelligence (AI) model based on hand‐crafted and deep radiomics features extracted from B‐mode ultrasound images in differentiating benign and malignant thyroid nodules compared to senior and… read more here.
Keywords: nodule malignancy; artificial intelligence; thyroid nodule; intelligence ... See more keywords
Ultrasonographic Thyroid Nodule Classification Using a Deep Convolutional Neural Network with Surgical Pathology
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Digital Imaging"
DOI: 10.1007/s10278-020-00362-w
Abstract: Ultrasonography with fine-needle aspiration biopsy is commonly used to detect thyroid cancer. However, thyroid ultrasonography is prone to subjective interpretations and interobserver variabilities. The objective of this study was to develop a thyroid nodule classification… read more here.
Keywords: convolutional neural; thyroid nodule; pathology; model ... See more keywords
A novel nonsense EIF1AX mutation identified in a thyroid nodule histologically diagnosed as oncocytic carcinoma
Sign Up to like & getrecommendations! Published in 2018 at "Endocrine"
DOI: 10.1007/s12020-018-1611-7
Abstract: Thyroid nodules are common in the general population (prevalence 16–68% depending on the screening method and population analyzed) [1]. Over 90% of the nodules detected are benign and will never undergo transformation [2, 3]. Accurate… read more here.
Keywords: novel nonsense; carcinoma; eif1ax mutation; thyroid nodule ... See more keywords
The dilemma of routine testing for calcitonin thyroid nodule’s patients to detect or exclude medullary carcinoma: one single negative test should be valuable as rule-out strategy to avoid further calcitonin measurements over time
Sign Up to like & getrecommendations! Published in 2022 at "Endocrine"
DOI: 10.1007/s12020-022-03047-2
Abstract: While calcitonin (CT) measurement is recognized as the most accurate tool to diagnose medullary thyroid carcinoma (MTC), its routine use in patients with thyroid nodule (TN) is not universally accepted. The present study raised the… read more here.
Keywords: rule strategy; carcinoma; calcitonin; one single ... See more keywords
A thyroid nodule in a young Sicilian princess in 1900
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Endocrinological Investigation"
DOI: 10.1007/s40618-019-01137-z
Abstract: Amalia Alliata di Villafranca (1881–1914) was born in Palermo from an ancient Sicilian noble family and grew up in a culturally advanced context, mostly interested in fine arts. She herself was a good talent amateur… read more here.
Keywords: nodule young; thyroid nodule; nodule; young sicilian ... See more keywords
Automated thyroid nodule detection from ultrasound imaging using deep convolutional neural networks
Sign Up to like & getrecommendations! Published in 2020 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2020.103871
Abstract: Thyroid cancer is the most common endocrine cancer and its incidence has continuously increased worldwide. In this paper, we focus on the challenging problem of nodule detection from ultrasound scans. In current clinical practice, this… read more here.
Keywords: detection; nodule detection; ultrasound imaging; automated thyroid ... See more keywords