Efficient leukocytes detection and classification in microscopic blood images using convolutional neural network coupled with a dual attention network.

Leukocytes, also called White Blood Cells (WBCs) or leucocytes, are the cells that play a pivotal role in human health and are vital indicators of diseases such as malaria, leukemia, AIDS, and other viral infections. WBCs detection and classification in blood smears offers insights to pathologists,...

Full description

Autores:
Khan, Siraj
Sajjad, Muhammad
Abbas, Naveed
Escorcia Gutierrez, José
Gamarra, Margarita
Muhammad, Khan
Tipo de recurso:
Article of investigation
Fecha de publicación:
2024
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
eng
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/13592
Acceso en línea:
https://hdl.handle.net/11323/13592
https://repositorio.cuc.edu.co/
Palabra clave:
Blood smear images
Deep learning
Dual attention network
Image classification
Image detection
Leukocytes
WBC classification
Rights
openAccess
License
Atribución 4.0 Internacional (CC BY 4.0)