Classification of Thyroid Nodules with Stacked Denoising Sparse Autoencoder

Purpose. Several commercial tests have been used for the classification of indeterminate thyroid nodules in cytology. However, the geographic inconvenience and high cost confine their widespread use. This study aims to develop a classifier for conveniently clinical utility. Methods. Gene expression...

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Veröffentlicht in:	International journal of endocrinology Jg. 2020; H. 2020; S. 1 - 8
Hauptverfasser:	Yang, Peixuan, Wei, Chiju, Zhang, Lili, Yang, Kaiji, Li, Zexin, Xu, Wencan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Cairo, Egypt Hindawi Publishing Corporation 2020 Hindawi John Wiley & Sons, Inc Wiley
Schlagworte:	Corruption Datasets Endocrinology Gene expression Genes Genomes Neural networks Pathology Sparsity Thyroid cancer Thyroid diseases Maryland
ISSN:	1687-8337, 1687-8345
Online-Zugang:	Volltext
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