Abstract:
The paper analyzes methods of data clustering. Cytological images of breast cancer were investigated, and nuclei feature of cytological images were calculated. The author...Show MoreMetadata
Abstract:
The paper analyzes methods of data clustering. Cytological images of breast cancer were investigated, and nuclei feature of cytological images were calculated. The authors have developed a generalized algorithm for clustering cytological images, which includes the definition of the main features, the calculation of the number of clusters and the K-means algorithm. Computer experiments were conducted using Python computer vision libraries.
Published in: 2020 IEEE 15th International Conference on Computer Sciences and Information Technologies (CSIT)
Date of Conference: 23-26 September 2020
Date Added to IEEE Xplore: 21 January 2021
ISBN Information:
ISSN Information:
Department of computer engineering, TNEU, Ternopil, Ukraine
Department of computer engineering, TNEU, Ternopil, Ukraine
Department of computer engineering, TNEU, Ternopil, Ukraine
Department of applied mathematics, TNEU, Ternopil, Ukraine
Department of computer engineering, TNEU, Ternopil, Ukraine
Department of computer engineering, TNEU, Ternopil, Ukraine
Contents Department of computer engineering, TNEU, Ternopil, Ukraine
Department of computer engineering, TNEU, Ternopil, Ukraine
Department of computer engineering, TNEU, Ternopil, Ukraine
Department of applied mathematics, TNEU, Ternopil, Ukraine
Department of computer engineering, TNEU, Ternopil, Ukraine
Department of computer engineering, TNEU, Ternopil, Ukraine
