Fully automated plaque characterization in intravascular OCT images using hybrid convolutional and lumen morphology features

For intravascular OCT (IVOCT) images, we developed an automated atherosclerotic plaque characterization method that used a hybrid learning approach, which combined deep-learning convolutional and hand-crafted, lumen morphological features. Processing was done on innate A-line units with labels fibro...

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Veröffentlicht in:Scientific reports 2020-02, Vol.10 (1), p.2596-2596, Article 2596
Hauptverfasser: Lee, Juhwan, Prabhu, David, Kolluru, Chaitanya, Gharaibeh, Yazan, Zimin, Vladislav N., Dallan, Luis A. P., Bezerra, Hiram G., Wilson, David L.
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Sprache:eng
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