Bi-Modal Transfer Learning for Classifying Breast Cancers via Combined B-Mode and Ultrasound Strain Imaging
Although accurate detection of breast cancer still poses significant challenges, deep learning (DL) can support more accurate image interpretation. In this study, we develop a highly robust DL model based on combined B-mode ultrasound (B-mode) and strain elastography ultrasound (SE) images for class...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 69(2022), 1 vom: 03. Jan., Seite 222-232
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| 1. Verfasser: |
Misra, Sampa
(VerfasserIn) |
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| Weitere Verfasser: |
Jeon, Seungwan,
Managuli, Ravi,
Lee, Seiyon,
Kim, Gyuwon,
Yoon, Chiho,
Lee, Seungchul,
Barr, Richard G,
Kim, Chulhong |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2022
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on ultrasonics, ferroelectrics, and frequency control
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| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
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