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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 a 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, s.~223-226. ISBN~978-981-10-9034-9. Dostupné z: https://dx.doi.org/10.1007/978-981-10-9035-6\_{}40.
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