Thyroid Ultrasound Texture Classification Using Autoregressive Features in Conjunction With Machine Learning Approaches

Thyroid Ultrasound Texture Classification Using Autoregressive Features in Conjunction With Machine Learning Approaches

The thyroid is one of the largest endocrine glands in the human body, which is involved in several body mechanisms like controlling protein synthesis, use of energy sources, and controlling the body's sensitivity to other hormones. Thyroid segmentation and volume reconstruction are hence essent...

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Bibliographic Details
Main Authors: Prabal Poudel, Alfredo Illanes, Elmer J. G. Ataide, Nazila Esmaeili, Sathish Balakrishnan, Michael Friebe
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Medical imaging
support vector machine
artificial neural network
random forest classifier
texture classification
thyroid ultrasound
Online Access:https://ieeexplore.ieee.org/document/8737902/

Internet

https://ieeexplore.ieee.org/document/8737902/

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