Cargando…

Deep learning for the diagnosis of suspicious thyroid nodules based on multimodal ultrasound images

OBJECTIVES: This study aimed to differentially diagnose thyroid nodules (TNs) of Thyroid Imaging Reporting and Data System (TI-RADS) 3–5 categories using a deep learning (DL) model based on multimodal ultrasound (US) images and explore its auxiliary role for radiologists with varying degrees of expe...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tao, Yi, Yu, Yanyan, Wu, Tong, Xu, Xiangli, Dai, Quan, Kong, Hanqing, Zhang, Lei, Yu, Weidong, Leng, Xiaoping, Qiu, Weibao, Tian, Jiawei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9680169/ https://www.ncbi.nlm.nih.gov/pubmed/36425556 http://dx.doi.org/10.3389/fonc.2022.1012724

Ejemplares similares

The Role of Core Needle Biopsy for the Evaluation of Thyroid Nodules with Suspicious Ultrasound Features
por: Chung, Sae Rom, et al.
Publicado: (2019)

Subacute thyroiditis presenting as a painful suspicious thyroid nodule
por: Zeng, Wanling, et al.
Publicado: (2022)

Suspicious perianal nodule
por: Navarro, Rubén Linares, et al.
Publicado: (2022)

Diagnostic Value of Molecular Testing in Sonographically Suspicious Thyroid Nodules
por: Wang, Maxwell M, et al.
Publicado: (2020)

Subcategorization of intermediate suspicion thyroid nodules based on suspicious ultrasonographic findings
por: Kim, Haejung, et al.
Publicado: (2023)

Unnecessary thyroid surgery rate for suspicious nodule in the absence of molecular testing
por: Mavromati, Maria, et al.
Publicado: (2023)

Sonographic scoring of solid thyroid nodules: effects of nodule size and suspicious cervical lymph node()
por: Unsal, Ozlem, et al.
Publicado: (2016)

Correlation Between Ultrasound and Cytological Findings of Patients With Suspicious Thyroid Nodules: The King Hamad University Hospital Experience
por: Alshaikh, Raneem, et al.
Publicado: (2022)

Performance of a Multigene Genomic Classifier in Thyroid Nodules with Suspicious for Malignancy Cytology
por: Skaugen, John M., et al.
Publicado: (2022)

Subacute (De Quervain's) thyroiditis presenting as painful thyroid nodule suspicious of papillary thyroid carcinoma: Case report
por: Al Hassan, Mohamed S., et al.
Publicado: (2022)

The value of routine measurement of serum calcitonin on insufficient, indeterminate, and suspicious thyroid nodule cytology
por: Sencar, Muhammed Erkam, et al.
Publicado: (2022)

Towards in vivo characterization of thyroid nodules suspicious for malignancy using multispectral optoacoustic tomography
por: Noltes, Milou E., et al.
Publicado: (2023)

Do large thyroid nodules (≥4 cm) without suspicious cytology need surgery?
por: Kang, Seokmin, et al.
Publicado: (2023)

SAT-LB100 Suspicious Thyroid Nodules: Management Since the Introduction of 2015 ATA Guidelines
por: Genere, Natalia, et al.
Publicado: (2019)

Clinical utility of histogram analysis of grayscale sonograms in assessing sonographic suspicious malignant thyroid nodules
por: Zhang, Rui, et al.
Publicado: (2022)

Likelihood of malignancy in thyroid nodules according to a proposed Thyroid Imaging Reporting and Data System (TI-RADS) classification merging suspicious and benign ultrasound features
por: Delfim, Ricardo Luiz Costantin, et al.
Publicado: (2017)

Comparison of the effectiveness of ultrasound elastography with that of conventional ultrasound for differential diagnosis of thyroid lesions with suspicious ultrasound features
por: Yang, Jinru, et al.
Publicado: (2017)

Ultrasound radiomics models based on multimodal imaging feature fusion of papillary thyroid carcinoma for predicting central lymph node metastasis
por: Dai, Quan, et al.
Publicado: (2023)

Controversy regarding when clinically suspicious thyroid nodules should be subjected to surgery: Review of current guidelines
por: Jackson, Brandon Spencer
Publicado: (2018)

Suspicious cold thyroid nodule with intense focal 68Ga-DOTATATE uptake: a case report
por: Manta, Ringo, et al.
Publicado: (2022)

Thyroid nodules with highly suspicious ultrasonographic features, but with benign cytology on two occasions: is malignancy still possible?
por: Rosário, Pedro Weslley, et al.
Publicado: (2016)

Ultrasound Image Classification of Thyroid Nodules Based on Deep Learning
por: Yang, Jingya, et al.
Publicado: (2022)

Active surveillance of highly suspicious thyroid nodules cohort in China shows a worse psychological status in younger patients
por: Liu, Chunhao, et al.
Publicado: (2022)

Comparison of Multimodal Ultrasound Imaging with Conventional Ultrasound Risk Stratification Systems in Presurgical Risk Stratification of Thyroid Nodules
por: Shreyamsa, M., et al.
Publicado: (2020)

High-Score US-Suspicious Subcentimeter Thyroid Nodules: What Factors Affect Adequate Sampling of US-Guided Fine-Needle Aspiration Biopsy?
por: Li, Yang, et al.
Publicado: (2020)

Overlap of Suspicious and Non-Suspicious Features in the Ultrasound Evaluations of Leiomyosarcoma: A Single-Center Experience
por: Arezzo, Francesca, et al.
Publicado: (2023)

Malignancy Rate in Sonographically Suspicious Thyroid Nodules of Less than a Centimeter in Size Does Not Decrease with Decreasing Size
por: Bo, Yul Hwang, et al.
Publicado: (2011)

MON-525 ATA and ACR TIRADS Classification Systems as Additional Predictors of Malignancy in Afirma GSC Suspicious Thyroid Nodules
por: Azaryan, Irina, et al.
Publicado: (2020)

Ultrasound image analysis using deep learning algorithm for the diagnosis of thyroid nodules
por: Song, Junho, et al.
Publicado: (2019)

Ensemble Deep Learning Model for Multicenter Classification of Thyroid Nodules on Ultrasound Images
por: Wei, Xi, et al.
Publicado: (2020)

Painful Subacute Thyroiditis is Commonly Misdiagnosed as Suspicious Thyroid Nodular Disease
por: Li, Josephine H., et al.
Publicado: (2021)

Mixed Echoic Thyroid Nodules on Ultrasound: Approach to Management
por: Sohn, Yu-Mee, et al.
Publicado: (2012)

Artificial Intelligence-Aided Diagnosis Software to Identify Highly Suspicious Pulmonary Nodules
por: Lv, Jun, et al.
Publicado: (2022)

Using Deep Neural Network to Diagnose Thyroid Nodules on Ultrasound in Patients With Hashimoto’s Thyroiditis
por: Hou, Yiqing, et al.
Publicado: (2021)

Ultrasound Imaging in the Diagnosis of Benign and Suspicious Adrenal Lesions
por: Fan, Jin, et al.
Publicado: (2014)

Suspiciousness
Publicado: (1867)

Suspiciousness
Publicado: (1878)

A comparative analysis of diffusion-weighted imaging and ultrasound in thyroid nodules
por: Kong, Weidan, et al.
Publicado: (2019)

‘THE USE OF THYROID ULTRASOUND BY NON-RADIOLOGISTS FOR THE ASSESSMENT OF THYROID NODULES’
por: Johnstone, Philip A, et al.
Publicado: (2017)

Ultrasound elastography for thyroid nodules: recent advances
por: Kwak, Jin Young, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_meg5fc30gjh032bgjhll2p2h6d