Speckle Reduction via Deep Content-Aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image

The performance of computer-aided diagnosis (CAD) systems that are based on ultrasound imaging has been enhanced owing to the advancement in deep learning. However, because of the inherent speckle noise in ultrasound images, the ambiguous boundaries of lesions deteriorate and are difficult to distin...

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Publié dans:IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 69(2022), 9 vom: 05. Sept., Seite 2638-2650
Auteur principal: Lee, Haeyun (Auteur)
Autres auteurs: Lee, Moon Hwan, Youn, Sangyeon, Lee, Kyungsu, Lew, Hah Min, Hwang, Jae Youn
Format: Article en ligne
Langue:English
Publié: 2022
Accès à la collection:IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Sujets:Journal Article Research Support, Non-U.S. Gov't