Cargando…

Ultrasound image analysis using deep learning algorithm for the diagnosis of thyroid nodules

Fine needle aspiration (FNA) is the procedure of choice for evaluating thyroid nodules. It is indicated for nodules >2 cm, even in cases of very low suspicion of malignancy. FNA has associated risks and expenses. In this study, we developed an image analysis model using a deep learning algorithm...

Descripción completa

Detalles Bibliográficos
Autores principales:	Song, Junho, Chai, Young Jun, Masuoka, Hiroo, Park, Sun-Won, Kim, Su-jin, Choi, June Young, Kong, Hyoun-Joong, Lee, Kyu Eun, Lee, Joongseek, Kwak, Nojun, Yi, Ka Hee, Miyauchi, Akira
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Wolters Kluwer Health 2019
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6485748/ https://www.ncbi.nlm.nih.gov/pubmed/30985680 http://dx.doi.org/10.1097/MD.0000000000015133

Ejemplares similares

Investigation of optimal convolutional neural network conditions for thyroid ultrasound image analysis
por: Lee, Joon-Hyop, et al.
Publicado: (2023)

Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment
por: Lee, Haeyun, et al.
Publicado: (2021)

Intraoperative Management of the Recurrent Laryngeal Nerve Transected or Invaded by Thyroid Cancer
por: Masuoka, Hiroo, et al.
Publicado: (2022)

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

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

Ultrasonography and the Ultrasound-Based Management of Thyroid Nodules: Consensus Statement and Recommendations
por: Moon, Won-Jin, et al.
Publicado: (2011)

Kinetic Analysis of Growth Activity in Enlarging Papillary Thyroid Microcarcinomas
por: Ito, Yasuhiro, et al.
Publicado: (2019)

Ultrasound-Guided Fine Needle Aspiration of Thyroid Nodules: A Consensus Statement by the Korean Society of Thyroid Radiology
por: Lee, Young Hen, et al.
Publicado: (2015)

Kinetic analysis of the growth rate of sporadic and hereditary medullary thyroid carcinoma: comparing the postoperative calcitonin-doubling rate with the hypothetical preoperative tumor volume-doubling rate
por: Kihara, Minoru, et al.
Publicado: (2020)

Preliminary study on application of augmented reality visualization in robotic thyroid surgery
por: Lee, Dongheon, et al.
Publicado: (2018)

Excellent Prognosis of Central Lymph Node Recurrence-Free Survival for cN0M0 Papillary Thyroid Carcinoma Patients Who Underwent Routine Prophylactic Central Node Dissection
por: Ito, Yasuhiro, et al.
Publicado: (2018)

THU676 Real-time Assessment Of The Beneficial Role Of Computer-Aided Diagnosis In The Diagnosis Of Thyroid Nodules On Ultrasound
por: Kim, Youngsook, et al.
Publicado: (2023)

Vision-based tracking system for augmented reality to localize recurrent laryngeal nerve during robotic thyroid surgery
por: Lee, Dongheon, et al.
Publicado: (2020)

Indications for Fine Needle Aspiration in Thyroid Nodules
por: Kwak, Jin Young
Publicado: (2013)

Re-Evaluation of 162 Malignant Thyroid Nodules that were Interpreted as Benign Based on Ultrasound Findings
por: Fujimoto, Tomoko, et al.
Publicado: (2018)

Innervation of the cricothyroid muscle by extralaryngeal branches of the recurrent laryngeal nerve
por: Miyauchi, Akira, et al.
Publicado: (2015)

Degenerating Thyroid Nodules: Ultrasound Diagnosis, Clinical Significance, and Management
por: Ren, Jie, et al.
Publicado: (2019)

Inter-Observer Variation in Ultrasound Measurement of the Volume and Diameter of Thyroid Nodules
por: Choi, Young Jun, et al.
Publicado: (2015)

Tumor Volume Kinetic Analyses Might Explain Excellent Prognoses in Young Patients with Papillary Thyroid Carcinoma
por: Kasahara, Toshihiko, et al.
Publicado: (2020)

Cytological Results of Ultrasound-Guided Fine-Needle Aspiration Cytology for Thyroid Nodules: Emphasis on Correlation with Sonographic Findings
por: Lee, Mi-Jung, et al.
Publicado: (2011)

Risk of malignancy and clinical outcomes of cyst fluid only nodules in the thyroid based on ultrasound and aspiration cytology
por: Kanematsu, Risa, et al.
Publicado: (2019)

Innervation of the cricothyroid muscle by the recurrent laryngeal nerve
por: Masuoka, Hiroo, et al.
Publicado: (2015)

Outcomes of endoscopic chemo- and laser-cauterizations and open fistulectomy for pyriform sinus fistula
por: Masuoka, Hiroo, et al.
Publicado: (2021)

A novel ultrasound image diagnostic method for thyroid nodules
por: Zheng, Zhiqiang, et al.
Publicado: (2023)

Metastatic papillary thyroid carcinoma presenting with elevated serum levels of carbohydrate antigen 19-9 (CA19-9): a case report
por: Kihara, Minoru, et al.
Publicado: (2022)

Image Reporting and Characterization System for Ultrasound Features of Thyroid Nodules: Multicentric Korean Retrospective Study
por: Kwak, Jin Young, et al.
Publicado: (2013)

Focal Lymphocytic Thyroiditis Nodules Share the Features of Papillary Thyroid Cancer on Ultrasound
por: Hwang, Sena, et al.
Publicado: (2015)

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

Calcitonin measurement in fine-needle aspirate washout fluid by electrochemiluminescence immunoassay for thyroid tumors
por: Kihara, Minoru, et al.
Publicado: (2018)

Metastatic carcinoma to the thyroid gland from renal cell carcinoma: role of ultrasonography in preoperative diagnosis
por: Kobayashi, Kaoru, et al.
Publicado: (2015)

Erratum: Image Reporting and Characterization System for Ultrasound Features of Thyroid Nodules: Multicentric Korean Retrospective Study
por: Kwak, Jin Young, et al.
Publicado: (2013)

Calcifications in Thyroid Tumors on Ultrasonography: Calcification Types and Relationship with Histopathological Type
por: Kobayashi, Kaoru, et al.
Publicado: (2018)

Thyroid Lymphoepithelial Cysts Mimicking Calcified or Solid Nodules on Ultrasonography
por: Tsutsuura, Yukie, et al.
Publicado: (2019)

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

Optimized algorithm in solid thyroid nodule elastography
por: Wu, Hao, et al.
Publicado: (2020)

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

An intelligent platform for ultrasound diagnosis of thyroid nodules
por: Ye, Heng, et al.
Publicado: (2020)

Classification of thyroid nodules using ultrasound images
por: Manivannan, T, et al.
Publicado: (2020)

Interobserver variability in ultrasound assessment of thyroid nodules
por: Alyami, Jaber, et al.
Publicado: (2022)

Right‐sided aortic arch and aberrant left subclavian artery with or without a left nonrecurrent inferior laryngeal nerve
por: Masuoka, Hiroo, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_33semc9km44nukubhaqfk9i2tm