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Professor Emeritus at Univ. of Colorado Anschutz Medical Campus Biopharma Consultant when not fishing

What are the top takeaways from Day 2 of the PDA - Parenteral Drug Association #visualinspection Forum? (Bonus points for identifying the happy guys in this photo.)

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Day 2 top 3 key takeaways from the PDA - Parenteral Drug Association #VisualInspection Forum: 1️⃣ Automated Visual Inspection: #AI deep learning powered image analysis particle recognition is superior to conventional approaches. AI has the potential to enables a bracketing approach for product independent AVI validation. AVI training test sets and manual visual inspection baseline Knapp threshold studies are required to ensure seamless implementation and validation of AVI. #contact us if you need support Clear Solutions Laboratories. 2️⃣ Innovation in the visual inspection space remains strong, with an interesting presentation of Prof. Bruce Yu about Water Proton Nuclear Magnetic Resonance (wNMR) for Noninvasive Pharmaceutical Analysis, specifically protein particles. 3️⃣ John Shabushnig and Romain Veillon presented an inspiring conference summary and highlights from the Visual Inspection Survey 2023 confirming that visible particles remain a top reason for product recalls and lead to significant challenges during product development and commercialization. The conference was an amazing experience, definitely the place to be for visual inspection people, once again thank you very much to the planning committee, the co-chairs, all the active participants and the whole fantastic PDA crew Falk Klar, PhD, Christopher Haertig, Caroline Lynar, Melanie Decker, and Stefanie Nebelin! Congrats!

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