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Advanced Analytical Approach Based on Combination of FT-IR and Chemometrics for Quality Control of Pharmaceutical Preparations.

Martina FoschiMariagrazia MarzialeAlessandra Biancolillo
Published in: Pharmaceuticals (Basel, Switzerland) (2022)
The highest predictive accuracy (93.3% of correct classification rate in external validation, corresponding to 1 misclassified test sample over 15) was achieved by analyzing intact tablets. This represents an excellent result because it gives indications regarding the possibility of determining, in a completely non-destructive way, the presence of expired drugs.
Keyphrases
  • quality control
  • deep learning
  • machine learning
  • gas chromatography mass spectrometry
  • liquid chromatography
  • high resolution