Application of the sliding window method and Mask-RCNN method to nuclear recognition in oral cytology

BACKGROUND: We aimed to develop an artificial intelligence (AI)-assisted oral cytology method, similar to cervical cytology. We focused on the detection of cell nuclei because the ratio of cell nuclei to cytoplasm increases with increasing cell malignancy. As an initial step in the development of AI...

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Detalles Bibliográficos
Autores principales: Mitate, Eiji, Inoue, Kirin, Sato, Retsushi, Shimomoto, Youichi, Ohba, Seigo, Ogata, Kinuko, Sakai, Tomoya, Ohno, Jun, Yamamoto, Ikuo, Asahina, Izumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9344779/
https://www.ncbi.nlm.nih.gov/pubmed/35918750
http://dx.doi.org/10.1186/s13000-022-01245-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9344779/
https://www.ncbi.nlm.nih.gov/pubmed/35918750
http://dx.doi.org/10.1186/s13000-022-01245-0

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