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In this research, we mainly focussed on characterization of tissues in thyroid Ultrasound (US) images so that a thyroid region can be classified from the non-thyroid region. ... The segmented thyroid images could be used for 3D reconstruction and computation of the thyroid volume. The volumetric analysis of thyroid allows for diagnosis of probable thyroid diseases. ... Christoph Arens) for helping us obtain the thyroid US images. ...doi:10.25673/34337 fatcat:phiplmldwbempl5cljr22s72p4