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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Détails bibliographiques
Publié dans: | IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 69(2022), 9 vom: 05. Sept., Seite 2638-2650
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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
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Accès à la collection: | IEEE transactions on ultrasonics, ferroelectrics, and frequency control
|
Sujets: | Journal Article
Research Support, Non-U.S. Gov't |