Fast-Training Deep Learning Algorithm for Multiplex Quantification of Mammalian Bioproduction Metabolites via Contactless Short-Wave Infrared Hyperspectral Sensing
Author:
Affiliation:
1. Fischell Department of Bioengineering, University of Maryland, 8278 Paint Branch Dr, College Park, Maryland 20742, United States
2. Artemis Biosystems, 39 Shore Avenue Quincy, Woburn, Massachusetts 02169, United States
Funder
National Science Foundation
NIIMBL Process Analytical Technology initiative
Publisher
American Chemical Society (ACS)
Subject
General Chemical Engineering,General Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acsomega.3c00861
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1. Analysis of chemometric models applied to Raman spectroscopy for monitoring key metabolites of cell culture
2. Avoiding antibody aggregation during processing: Establishing hold times
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5. Glucose monitoring and adaptive feeding of mammalian cell culture in the presence of strong autofluorescence by near infrared Raman spectroscopy
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