Linear discriminant analysis, partial least squares discriminant analysis, and soft independent modeling of class analogy of experimental and simulated near-infrared spectra of a cultivation medium for mammalian cells

Author:

Szabó Éva1ORCID,Gergely Szilveszter1ORCID,Salgó András1ORCID

Affiliation:

1. Department of Applied Biotechnology and Food Science (ABET); Budapesti Muszaki es Gazdasagtudomanyi Egyetem; Budapest Hungary

Publisher

Wiley

Subject

Applied Mathematics,Analytical Chemistry

Reference21 articles.

1. Identifying and eliminating cell culture process variability;Gilbert;Pharm. Bioprocess.,2014

2. Basal medium development for serum-free culture: a historical perspective;Jayme;Cytotechnology,1997

3. Data fusion-based assessment of raw materials in mammalian cell culture;Lee;Biotechnol. Bioeng.,2012

4. Application of near-infrared (NIR) spectroscopy for screening of raw materials used in the cell culture medium for the production of a recombinant therapeutic protein;Kirdar;Biotechnol. Prog.,2010

5. Near-infrared and two-dimensional fluorescence spectroscopy monitoring of monoclonal antibody fermentation media quality: aged media decreases cell growth;Hakemeyer;Biotechnol. J.,2013

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