Fully Automatic Karyotyping via Deep Convolutional Neural Networks

Fully Automatic Karyotyping via Deep Convolutional Neural Networks

Chromosome karyotyping is an important yet labor-intensive procedure for diagnosing genetic diseases. Automating such a procedure drastically reduces the manual work of cytologists and increases congenital disease diagnosing precision. Researchers have contributed to chromosome segmentation and clas...

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Bibliographic Details
Main Authors: Chengyu Wang, Limin Yu, Jionglong Su, Juming Shen, Valerio Selis, Chunxiao Yang, Fei Ma
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Chromosome karyotyping
fully automatic
classification
instance segmentation
Online Access:https://ieeexplore.ieee.org/document/10478004/

Internet

https://ieeexplore.ieee.org/document/10478004/

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