Deep learning-based prediction for monitoring of pharmaceuticals using spectroscopy
Summary
European Patent Office published Amgen's patent EP4423483A1 for deep learning algorithms applied to spectroscopic data analysis for pharmaceutical monitoring and quality control. The invention covers neural network-based prediction methods for analyzing spectroscopic signals in drug manufacturing. Designated states include all major European markets (DE, FR, GB, IT, ES, NL, BE, etc.).
What changed
The European Patent Office published patent EP4423483A1 for Amgen Inc., covering deep learning methods for predicting pharmaceutical characteristics from spectroscopic data. The invention applies neural networks to analyze spectral signals for real-time monitoring and quality control in drug manufacturing processes.
Pharmaceutical manufacturers using spectroscopic monitoring with AI components should review this patent for potential licensing implications or freedom-to-operate considerations. Technology companies developing AI-based pharmaceutical analysis tools may also need to assess design-around options to avoid infringement in designated European states.
What to do next
- Monitor for updates on patent portfolio implications
Archived snapshot
Apr 9, 2026GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.
DEEP LEARNING-BASED PREDICTION FOR MONITORING OF PHARMACEUTICALS USING SPECTROSCOPY
Publication EP4423483A1 Kind: A1 Apr 01, 2026
Applicants
Amgen Inc.
Inventors
KHODABANDEHLOU, Hamid, WANG, Tony, Y., TULSYAN, Aditya, SCHORNER, Gregory, L.
IPC Classifications
G01N 21/359 20140101AFI20230505BHEP G01N 21/65 20060101ALI20230505BHEP G01J 3/00 20060101ALI20230505BHEP G01J 3/02 20060101ALI20230505BHEP G01J 3/08 20060101ALI20230505BHEP G01N 30/02 20060101ALI20230505BHEP G06N 3/08 20230101ALI20230505BHEP
Designated States
AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, ME, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR
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