Ultrasound Scatterer Density Classification Using Convolutional Neural Networks and Patch Statistics
Quantitative ultrasound (QUS) can reveal crucial information on tissue properties, such as scatterer density. If the scatterer density per resolution cell is above or below 10, the tissue is considered as fully developed speckle (FDS) or underdeveloped speckle (UDS), respectively. Conventionally, th...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 68(2021), 8 vom: 02. Aug., Seite 2697-2706
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| 1. Verfasser: |
Tehrani, Ali K Z
(VerfasserIn) |
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| Weitere Verfasser: |
Amiri, Mina,
Rosado-Mendez, Ivan M,
Hall, Timothy J,
Rivaz, Hassan |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2021
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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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