scMoMtF overall structure and task module diagram.

scMoMtF overall structure and task module diagram.

<p><b>A</b> scMoMtF uses the matched single-cell multi-omics data as the input to the model and the overall model framework is encoder-decoder-discriminator-classifier. <b>B</b> The tasks process of scMoMtF. <b>C</b> The research process for the interpretabi...

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Bibliographic Details
Main Author: Wei Lan (1390307) (author)
Other Authors: Tongsheng Ling (20448043) (author), Qingfeng Chen (21555) (author), Ruiqing Zheng (8401539) (author), Min Li (12799) (author), Yi Pan (68170) (author)
Published: 2024
Subjects:
Biophysics
Cell Biology
Biotechnology
Immunology
Developmental Biology
Cancer
Hematology
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
potential biological features
interpretable multitask framework
experimental results shows
comprehensively analyzing single
omics data remains
omics data
data simulation
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reliable understanding
rapidly development
obtain single
great challenge
art algorithms
allowing researchers
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