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@inproceedings{1643619,
author = {Jakubicek, Roman and Chmelik, Jiri and Jan, Jiri and Ouředníček, Petr and Lambert, Lukas and Gavelli, Giampaolo},
address = {NEW YORK},
booktitle = {WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2018, VOL 1},
doi = {http://dx.doi.org/10.1007/978-981-10-9035-6_40},
editor = {Lenka Lhotska; Lucie Sukupova; Igor Lacković; Geoffrey S. Ibbott},
keywords = {Spine detection; Vertebra identification and segmentation; CADx; CT data; Oncological patient},
howpublished = {tištěná verze "print"},
language = {eng},
location = {NEW YORK},
isbn = {978-981-10-9034-9},
pages = {223-226},
publisher = {SPRINGER},
title = {Fully Automatic CAD System for Spine Localisation and Vertebra Segmentation in CT Data},
url = {https://link.springer.com/chapter/10.1007/978-981-10-9035-6_40},
year = {2019}
}
TY - JOUR
ID - 1643619
AU - Jakubicek, Roman - Chmelik, Jiri - Jan, Jiri - Ouředníček, Petr - Lambert, Lukas - Gavelli, Giampaolo
PY - 2019
TI - Fully Automatic CAD System for Spine Localisation and Vertebra Segmentation in CT Data
PB - SPRINGER
CY - NEW YORK
SN - 9789811090349
KW - Spine detection
KW - Vertebra identification and segmentation
KW - CADx
KW - CT data
KW - Oncological patient
UR - https://link.springer.com/chapter/10.1007/978-981-10-9035-6_40
L2 - https://link.springer.com/chapter/10.1007/978-981-10-9035-6_40
N2 - In this paper, we describe a fully automatic CAD system for spine detection in CT data followed by vertebra identification and segmentation. There are several basic problems: spine detection including the determination of spinal axis in spinal CT data, a localisation of individual vertebrae and identification of their types (order in spine) in case of incomplete scans of spine and also the final vertebra segmentation. By a subjective strict expert validation, the algorithm provides 82.6% of fully correct vertebra segmentations. Based on that, it seems to be routinely usable and fully applicable in preparation for the following automatic spine bone lesion analysis.
ER -
JAKUBICEK, Roman, Jiri CHMELIK, Jiri JAN, Petr OUŘEDNÍČEK, Lukas LAMBERT and Giampaolo GAVELLI. Fully Automatic CAD System for Spine Localisation and Vertebra Segmentation in CT Data. In Lenka Lhotska; Lucie Sukupova; Igor Lackovi\'c; Geoffrey S. Ibbott. \textit{WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2018, VOL 1}. NEW YORK: SPRINGER, 2019, p.~223-226. ISBN~978-981-10-9034-9. Available from: https://dx.doi.org/10.1007/978-981-10-9035-6\_{}40.
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