Texto completo de evento
Superior Machine Learning Method for breast cancer cell lines identification
Registro en:
10.1109/SBFotonIOPC54450.2022.9992467
0000-0001-7404-9606
0000-0002-0029-7313
Autor
FAROOQ, SAJID
CARAMEL-JUVINO, AMANDA
DEL-VALLE, MATHEUS
SANTOS, SOFIA
BERNARDES, EMERSON S.
ZEZELL, DENISE M.
SBFOTON INTERNATIONAL OPTICS AND PHOTONICS CONFERENCE
Resumen
We propose an artificial intelligence platform based on machine learning (ML) algorithm using Neighborhood Component analysis and K-Nearest Neighbors for breast cancer cell lines recognition. Our model presents up to 97% accuracy for identification of breast cancer cell lines. Funda????o de Amparo ?? Pesquisa do Estado de S??o Paulo (FAPESP) Conselho Nacional de Desenvolvimento Cient??fico e Tecnol??gico (CNPq) FAPESP: 17/50332-0 CNPq: INCT-465763/2014-6; PQ-31451712021-9; 142229/2019-9