J Med Syst - ND: a thyroid nodule detection system for analysis of ultrasound images and videos.

Tópicos

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Resumo

In this paper, we present a computer-aided-diagnosis (CAD) system prototype, named TND (Thyroid Nodule Detector), for the detection of nodular tissue in ultrasound (US) thyroid images and videos acquired during thyroid US examinations. The proposed system incorporates an original methodology that involves a novel algorithm for automatic definition of the boundaries of the thyroid gland, and a novel approach for the extraction of noise resilient image features effectively representing the textural and the echogenic properties of the thyroid tissue. Through extensive experimental evaluation on real thyroid US data, its accuracy in thyroid nodule detection has been estimated to exceed 95%. These results attest to the feasibility of the clinical application of TND, for the provision of a second more objective opinion to the radiologists by exploiting image evidences.

Resumo Limpo

paper present computeraideddiagnosi cad system prototyp name tnd thyroid nodul detector detect nodular tissu ultrasound us thyroid imag video acquir thyroid us examin propos system incorpor origin methodolog involv novel algorithm automat definit boundari thyroid gland novel approach extract nois resili imag featur effect repres textur echogen properti thyroid tissu extens experiment evalu real thyroid us data accuraci thyroid nodul detect estim exceed result attest feasibl clinic applic tnd provis second object opinion radiologist exploit imag evid

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