Segmentation and Diagnosis of Papillary Thyroid Carcinomas Based on Generalized Clustering Algorithm in Ultrasound Elastography

Papillary thyroid carcinomas (PTC) are the most common type of thyroid malignant tumors. Existing methods for clustering high-noise ultrasound images tend to degrade the clustering performance. In order to realize accurate segmentation of thyroid nodule in noisy environment, this paper proposes an i...

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Bibliographic Details
Published in:	Journal of medical systems Vol. 44; no. 1; pp. 13 - 8
Main Author:	Huang, Weiqiang
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.01.2020 Springer Nature B.V
Subjects:	Adaptive algorithms Adaptive filters Algorithms Clustering Convolution Diagnosis Distributed Analytics and Deep Learning in Health Care Health Informatics Health Sciences Image & Signal Processing Image filters Image processing Image segmentation Medical diagnosis Medicine Medicine & Public Health Noise Papillary thyroid carcinoma Pixels Statistics for Life Sciences Thyroid Thyroid cancer Thyroid gland Tumors Ultrasonic imaging Ultrasound Diagnosis Spatial structure Papillary thyroid carcinomas Object segmentation Balance factor Generalized clustering
ISSN:	0148-5598, 1573-689X, 1573-689X
Online Access:	Get full text
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