Investigation of optimal convolutional neural network conditions for thyroid ultrasound image analysis

Neural network models have been used to analyze thyroid ultrasound (US) images and stratify malignancy risk of the thyroid nodules. We investigated the optimal neural network condition for thyroid US image analysis. We compared scratch and transfer learning models, performed stress tests in 10% incr...

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Detalles Bibliográficos
Autores principales: Lee, Joon-Hyop, Kim, Young-Gon, Ahn, Youngbin, Park, Seyeon, Kong, Hyoun-Joong, Choi, June Young, Kim, Kwangsoon, Nam, Inn-Chul, Lee, Myung-Chul, Masuoka, Hiroo, Miyauchi, Akira, Kim, Sungwan, Kim, Young A., Choe, Eun Kyung, Chai, Young Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873643/
https://www.ncbi.nlm.nih.gov/pubmed/36693894
http://dx.doi.org/10.1038/s41598-023-28001-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873643/
https://www.ncbi.nlm.nih.gov/pubmed/36693894
http://dx.doi.org/10.1038/s41598-023-28001-8

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