Integrated data analysis model for screening cell line producer
The complexity of bioprocess data generated from the manufacture of recombinant monoclonal antibodies cell line sparks the chemometrics study of the datasets. The ultimate goal is to form a link between the data and its underlying biological patterns. A concatenated protocol, specifically discret...
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| Format: | Book Chapter |
| Language: | English English |
| Published: |
Springer Nature
2018
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| Online Access: | http://irep.iium.edu.my/70578/ http://irep.iium.edu.my/70578/ http://irep.iium.edu.my/70578/1/70578_Integrated%20data%20analysis.pdf http://irep.iium.edu.my/70578/7/70578_Integrated%20data%20analysis_SCOPUS.pdf |
| Summary: | The complexity of bioprocess data generated from the manufacture of
recombinant monoclonal antibodies cell line sparks the chemometrics study of the
datasets. The ultimate goal is to form a link between the data and its underlying
biological patterns. A concatenated protocol, specifically discrete wavelet transform
and multiway principal component analysis techniques, is recommended to successfully
extract meaningful information from the complex datasets. |
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