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Accuracy of Tested DCNN Models for <i><i>T. brucei</i></i> classification.

Accuracy of Tested DCNN Models for <i><i>T. brucei</i></i> classification.

<p>Accuracy of Tested DCNN Models for <i><i>T. brucei</i></i> classification.</p>

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Bibliographic Details
Main Author: Hamid Cheraghi (22057476) (author)
Other Authors: Lara López-Escobar (22057479) (author), José Rino (81063) (author), Luisa M. Figueiredo (7841315) (author), Bálint Szabó (235162) (author)
Published: 2025
Subjects:
Medicine
Microbiology
Cell Biology
Sociology
Space Science
Biological Sciences not elsewhere classified
Physical Sciences not elsewhere classified
Information Systems not elsewhere classified
understanding parasite biology
two key stages
segmentation step using
outperforming standard architectures
flourescent transgenic parasites
extracts individual parasites
unlabeled microscopic images
parasite stage classification
classification step utilizing
div >< p
trypanosoma brucei </
brucei </
unlabeled morphology
brucei ,</
classification model
accurate classification
xception architecture
transmission dynamics
transfer learning
throughput analysis
results demonstrate
pipeline consists
learning pipeline
highly challenging
forms visually
efficient approach
deep learning
cellpose algorithm
bloodstream forms
biomedical imaging
automated deep
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