SRAS‐net: Low‐resolution chromosome image classification based on deep learning

Abstract Prenatal karyotype diagnosis is important to determine if the foetus has genetic diseases and some congenital diseases. Chromosome classification is an important part of karyotype analysis, and the task is tedious and lengthy. Chromosome classification methods based on deep learning have ac...

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Bibliographic Details

Published in:	IET Systems Biology
Main Authors:	Xiangbin Liu, Lijun Fu, Jerry Chun‐Wei Lin, Shuai Liu
Format:	Article
Language:	English
Published:	Wiley 2022-05-01
Subjects:	chromosome classification low‐resolution chromosome self‐attention negative feedback network SMOTE
Online Access:	https://doi.org/10.1049/syb2.12042