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Deep Learning in Processing Medical Images and Calculating the Orbit Volume
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| dc.contributor.author | ASIPOVICH, V. S. | |
| dc.contributor.author | DUDICH, O. N. | |
| dc.contributor.author | KRASILNIKOVA, V. L. | |
| dc.contributor.author | KARAKULKO, A. A. | |
| dc.contributor.author | RADNIONOK, A. L. | |
| dc.contributor.author | MOROZ, P. A. | |
| dc.contributor.author | NIKOLAEV, A. Y. | |
| dc.contributor.author | KONOVALOVA, M. A. | |
| dc.contributor.author | YASHIN, K. D. | |
| dc.date.accessioned | 2020-05-23T19:08:26Z | |
| dc.date.available | 2020-05-23T19:08:26Z | |
| dc.date.issued | 2019 | |
| dc.identifier.citation | ASIPOVICH, V. S., DUDICH, O. N., KRASILNIKOVA, V. L. et al. Deep Learning in Processing Medical Images and Calculating the Orbit Volume. In: ICNMBE: International conference on Nanotechnologies and Biomedical Engineering: proc. of the 4rd intern. conf., Sept. 18-21 : Program & Abstract Book , 2019. Chişinău, 2019, p. 130. ISBN 978-9975-72-392-3. | en_US |
| dc.identifier.isbn | 978-9975-72-392-3 | |
| dc.identifier.uri | https://doi.org/10.1007/978-3-030-31866-6_93 | |
| dc.identifier.uri | http://repository.utm.md/handle/5014/8367 | |
| dc.description | Access full text - https://doi.org/10.1007/978-3-030-31866-6_93 | en_US |
| dc.description.abstract | A software tool for calculating the volume of a soft-tissue eye orbit using the deep learning of neural network Mask R-CNN has been developed and tested. The result of the development will be in demand when evaluating the results of surgical intervention for the reconstruction of the thin bones of the orbit. It was established that the inaccuracy in constructing the contour of a soft-tissue orbit is 4–8%. | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Tehnica UTM | en_US |
| dc.rights | Attribution-NonCommercial-NoDerivs 3.0 United States | * |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/us/ | * |
| dc.subject | orbit volume | en_US |
| dc.subject | deep learning | en_US |
| dc.subject | neural network | en_US |
| dc.subject | biomedical images | en_US |
| dc.title | Deep Learning in Processing Medical Images and Calculating the Orbit Volume | en_US |
| dc.type | Article | en_US |
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