Segmentation, Detection, and Classification of Cell Nuclei on Oral Cytology Samples Stained with Papanicolaou-Reference-Cited by-同舟云学术

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Segmentation, Detection, and Classification of Cell Nuclei on Oral Cytology Samples Stained with Papanicolaou

Published:2021-05-21 Issue:4 Volume:2 Page:
ISSN:2662-995X
Container-title:SN Computer Science
language:en
Short-container-title:SN COMPUT. SCI.

Author:

Matias André Victória^ORCID,Cerentini Allan,Macarini Luiz Antonio Buschetto,Amorim João Gustavo Atkinson,Daltoé Felipe Perozzo,von Wangenheim Aldo

Funder

Fundação de Amparo ã Pesquisa e Inovação do Estado de Santa Catarina

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Publisher

Springer Science and Business Media LLC

Link

https://link.springer.com/content/pdf/10.1007/s42979-021-00676-8.pdf

Reference41 articles.

1. Amorim JG, Cerentini A, Macarini LAB, Matias AV, Wangenheim AV. Systematic literature review of computer vision-aided cytology - a review of classic computer vision and deep learning-based approaches published between january/2016 - march/2020. Tech. rep., Instituto Nacional para Convergência Digital - INCoD, 2020. https://doi.org/10.13140/RG.2.2.13304.67840. http://rgdoi.net/10.13140/RG.2.2.13304.67840.

2. Andreóli Petrolini V, Beckhauser E, Savaris A, Ines Meurer M, von Wangenheim A, Krechel D. Collaborative telepathology in a statewide telemedicine environment—first tests in the context of the Brazilian public healthcare system. In: 2019 IEEE 32nd international symposium on computer-based medical systems (CBMS), 2019. pp 684–689. https://doi.org/10.1109/CBMS.2019.00139.

3. Araújo FH, Silva RR, Ushizima DM, Rezende MT, Carneiro CM, Campos Bianchi AG, Medeiros FN. Deep learning for cell image segmentation and ranking. Comput Med Imaging Graphics. 2019;72:13–21. https://doi.org/10.1016/j.compmedimag.2019.01.003.

4. Bell AA, Kaftan JN, Aach T, Meyer-Ebrecht D, Bocking A. High dynamic range images as a basis for detection of argyrophilic nucleolar organizer regions under varying stain intensities. In: 2006 international conference on image processing, IEEE. 2006. https://doi.org/10.1109/icip.2006.312959.

5. Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. Cancer J Clin. 2018;68(6):394–424. https://doi.org/10.3322/caac.21492.

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