Classification of Red Blood Cells Using Time-Distributed Convolutional Neural Networks from Simulated Videos

Classification of Red Blood Cells Using Time-Distributed Convolutional Neural Networks from Simulated Videos

The elasticity of red blood cells (RBCs) plays a vital role in their efficient movement through blood vessels, facilitating the transportation of oxygen within the bloodstream. However, various diseases significantly impact RBC elasticity, making it an important parameter for diagnosing and monitori...

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Bibliographic Details
Main Authors: Samuel Molčan, Monika Smiešková, Hynek Bachratý, Katarína Bachratá, Peter Novotný
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
red blood cell
video classification
computer simulation
convolutional neural network
Online Access:https://www.mdpi.com/2076-3417/13/13/7967

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https://www.mdpi.com/2076-3417/13/13/7967

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