Xtalks Life Science Webinars
TORONTO (PRWEB) March 10, 2020
Flow Imaging is a proven method for the characterization of particulates in therapeutic products. It is routinely performed alongside the United States Pharmacopeia (USP) 788/787 Light Obscuration methods to more accurately quantify and characterize the particle subpopulations in drug products (silicone oil, protein aggregate, extrinsic material, etc.). Typical classifications of imaging data use single parameter filters such as aspect ratio to quantify silicone oil compared to protein. However, machine learning provides a sophisticated approach to more accurately classify particles in therapeutic products by leveraging the information present in the raw particle images.
This free webinar will demonstrate how various machine learning algorithms facilitate improved classification compared to the traditional approach, leading to superior sample descriptions. It will also showcase examples of the benefits that machine learning provides for protein products and cell therapy products. Flow Imaging has tremendous potential to monitor particle size distributions, aggregates/agglomerates and extrinsic contaminants from batch to batch. Applying machine learning to flow imaging of pharmaceutical products can assist in defining the criticality of product quality attributes, as well as establishing an integrated control strategy for characterization and control of drug products.
Join Amber Fradkin, Director, Particle Core Facility, KBI Biopharma in a live webinar on Tuesday, March 24, 2020 at 11am EDT (NA) (3pm GMT/UK).
For more information or to register for this event, visit Machine Learning Applications for the Characterization of Particle Profiles of Therapeutic Products.
ABOUT XTALKS
Xtalks, powered by Honeycomb Worldwide Inc., is a leading provider of educational webinars to the global life science, food and medical device community. Every year thousands of industry practitioners (from life science, food and medical device companies, private & academic research institutions, healthcare centers, etc.) turn to Xtalks for access to quality content. Xtalks helps Life Science professionals stay current with industry developments, trends and regulations. Xtalks webinars also provide perspectives on key issues from top industry thought leaders and service providers.
To learn more about Xtalks visit http://xtalks.comFor information about hosting a webinar visit http://xtalks.com/why-host-a-webinar/
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Machine Learning Applications for the Characterization of Particle Profiles of Therapeutic Products, Upcoming Webinar Hosted by Xtalks - PR Web
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