Optimized automated blood cells analysis using Enhanced Greywolf Optimization with integrated attention mechanism and YOLOv5

Optimized automated blood cells analysis using Enhanced Greywolf Optimization with integrated attention mechanism and YOLOv5

Blood testing is widely regarded as a fundamental diagnostic procedure in healthcare, with blood cell counting being particularly vital for diagnosing conditions and evaluating overall health. Traditional methods employing hemocytometers and diverse laboratory instruments are typically employed to c...

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Bibliographic Details
Main Authors: Osama R. Shahin, Karim Gasmi, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Lassaad Ben Ammar, Mohammed Abdullah Tawashi
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Alexandria Engineering Journal
Subjects:
Attention mechanism
Greywolf optimization
Red blood cells
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016824009451
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