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Implementing QbD for Nano-Pharmaceuticals and Complex Formulations to Achieve Predictable and High-Quality Outcomes

Rohan Panwar1, Anuradha Mishra2, Abhisar Sahu1

  • 1Department of Pharmaceutics, Amity Institute of Pharmacy, Amity University, Uttar Pradesh, Sector 125, Noida, 201301, India.

AAPS Pharmscitech
|January 9, 2026
PubMed
Summary

Artificial intelligence (AI) and machine learning (ML) are transforming nanopharmaceutical development by integrating with Quality by Design (QbD) principles. This synergy enhances predictive accuracy and ensures consistent, high-quality nanomedicines.

Keywords:
AI/MLDoENanopharmaceuticalsNanotechnologyQbD

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