Publication: Contour segmentation of the intima, media, and adventitia layers in intracoronary OCT images application to fully automatic detection of healthy wall regions
Contour segmentation of the intima, media, and adventitia layers in intracoronary OCT images application to fully automatic detection of healthy wall regions
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Zahnd, G., Hoogendoorn, A., Combaret, N., Karanasos, A., Péry, E., Sarry, L., Motreff, P., Niessen, W., Regar, E., van Soest, G., Gijsen, F., & van Walsum, T. (2017). Contour segmentation of the intima, media, and adventitia layers in intracoronary OCT images application to fully automatic detection of healthy wall regions. International Journal of Computer Assisted Radiology and Surgery, 12(11), 1923–1936. https://doi.org/10.1007/s11548-017-1657-7
Abstract
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PURPOSE: Quantitative and automatic analysis of intracoronary optical coherence tomography images is useful and time-saving to assess cardiovascular risk in the clinical arena. METHODS: First, the interfaces of the intima, media, and adventitia layers are segmented, by means of an original front propagation scheme, running in a 4D multi-parametric space, to simultaneously extract three non-crossing contours in the initial cross-sectional image. Second, information resulting from the tentative contours is exploited by a machine learnin
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- Zahnd, Guillaume
- Hoogendoorn, Ayla
- Combaret, Nicolas
- Karanasos, Antonios
- Péry, Emilie
- Sarry, Laurent
- Motreff, Pascal
- Niessen, Wiro
- Regar, Evelyn
- van Soest, Gijs
- Gijsen, Frank
- van Walsum, Theo
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Zahnd, G., Hoogendoorn, A., Combaret, N., Karanasos, A., Péry, E., Sarry, L., Motreff, P., Niessen, W., Regar, E., van Soest, G., Gijsen, F., & van Walsum, T. (2017). Contour segmentation of the intima, media, and adventitia layers in intracoronary OCT images application to fully automatic detection of healthy wall regions. International Journal of Computer Assisted Radiology and Surgery, 12(11), 1923–1936. https://doi.org/10.1007/s11548-017-1657-7
