Deep Neural Network-Based Automatic Dicentric Chromosome Detection Using a Model Pretrained on Common Objects

Dicentric chromosome assay (DCA) is one of the cytogenetic dosimetry methods where the absorbed dose is estimated by counting the number of dicentric chromosomes, which is a major radiation-induced change in DNA. However, DCA is a time-consuming task and requires technical expertise. In this study,...

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Bibliographic Details

Published in:	Diagnostics
Main Authors:	Kangsan Kim, Kwang Seok Kim, Won Il Jang, Seongjae Jang, Gil Tae Hwang, Sang-Keun Woo
Format:	Article
Language:	English
Published:	MDPI AG 2023-10-01
Subjects:	dicentric chromosome assay cytogenetic dosimetry chromosome metaphases image object detection you only look once deep learning
Online Access:	https://www.mdpi.com/2075-4418/13/20/3191