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

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

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