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,...
- 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)