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Neural Network Ensemble to Detect Dicentric Chromosomes in Metaphase Images

The Dicentric Chromosome Assay (DCA) is widely used in biological dosimetry, where the number of dicentric chromosomes induced by ionizing radiation (IR) exposure is quantified to estimate the absorbed radiation dose an individual has received. Dicentric chromosome scoring is a laborious and time-co...

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Principais autores: Ignacio Atencia-Jiménez, Adayabalam S. Balajee, Miguel J. Ruiz-Gómez, Francisco Sendra-Portero, Alegría Montoro, Miguel A. Molina-Cabello
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-11-01
Serier:Applied Sciences
Fag:
deep learning
neural network
object detection
ensemble
biological dosimetry
dicentric chromosome
Online adgang:https://www.mdpi.com/2076-3417/14/22/10440
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