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Amgen Invests in AI-Assisted Packaging Inspection

How AI beats bubble trouble.
Specifically, the problem with air bubbles, especially in highly viscous parenteral (injectable) solutions, is that they can’t be easily or quickly eliminated or differentiated from unwanted particles that represent product defects. This is especially challenging when bubbles form around the syringe’s rubber stopper and can’t be sufficiently spun-away or otherwise eliminated. This makes it hard for conventional vision systems to identify the anomaly.
The results were surprising and remarkable: The particle detection rate for this critical station increased by around 70%, while the false detection rate was reduced by about 60%.
What makes the AI so much better? It’s in the software. Traditional inspection uses rule-based techniques “to perform pre-determined operations on specific areas within the target image,” explains Dr. José Zanardi, responsible for vision inspection development and applications at Syntegon. In contrast, ....

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Amgen Invests in AI-Assisted Packaging Inspection

Photo supplied by Syntegon
Deep learning software overcame an age-old problem of inspection systems: differentiating defects from bubbles in highly viscous solutions in syringes.
In an industry first, the biotech leader has equipped and validated an inspection system with artificial intelligence (AI) to boost particle detection 70%, cut false rejects 60%, and differentiate pesky bubbles from unacceptable contaminants in syringes.
Leading biotech drug-maker and marketer
Amgen recently achieved an industry first: The first fully validated visual inspection system using artificial intelligence (AI), according to Amgen’s partner for the project, Syntegon Technology (formerly Bosch Packaging Technology).
The project involved an AI retrofit to a Syntegon syringe inspection machine installed in 2015 at Amgen’s Juncos, Puerto Rico, production facility. The machine has 13 inspection stations, each performing a specific inspection ta ....

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Global Capsule Filling Machines Market 2020 In-depth Assessment, Key Trend, Industry Drivers, Future Roadmap by 2025 – KSU

davidFebruary 22, 2021
6
MarketQuest.biz provides an in-depth analysis of market scenarios including the present as well as the future state of the market. The report takes into consideration the major factors provides an in-depth analysis of the market scenario including the present as well as the future state of the global Capsule Filling Machines market. The report throws light on emerging trends, and market dynamics with respect to drivers, opportunities, and challenges that play a crucial role in the growth of the market. At the initial segment of the report, the definition, market overview, product description, product scope, product characterization, and product specification has been discussed and mentioned in the report. ....

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Worldwide Sterile Small Molecule Fill/Finish Services Industry to 2030 - Featuring Pfizer CentreOne, Delpharm & Rompharm Among Others

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ResearchAndMarkets.com s offering.
This report features an extensive study of the current market landscape and the future potential of sterile fill/finish services for small molecule drugs. It features an in-depth analysis, highlighting the capabilities of various stakeholders engaged in this domain.
Small molecule drugs account for nearly 90% of the contemporary therapeutics pipeline. In fact, in 2019, the FDA s Center for Drug Evaluation and Research approved 48 small molecule drugs, representing 70% of the new molecular entities (NMEs) clearing regulatory review in the same year. Given that the demand for small molecule drugs is still on the rise, the importance of contract manufacturing and third party services is also increasing in the pharmaceutical industry. Sterile fill/finish is considered among the most crucial steps in the pharmaceutical production process. In fact, aseptic conditions during fill/finish operations ar ....

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Case Sealers Market Provides In-Depth Analysis of the Industry, With Current Trends and Future Estimations to Elucidate The Investment Pockets | (2020-2027) – KSU

AlexFebruary 19, 2021
11
Up Market Research (UMR), one of the world’s prominent market research firms has announced a novel report on Case Sealers Market. The report contains vital insights on the market which will support the clients to make the right business decisions. This research will help both existing and new aspirants for Case Sealers market to figure out and study the market needs, market size, and competition. The report incorporates data regarding the supply and demand situation, the competitive scenario, and the challenges for market growth, market opportunities, and the threats faced by key players during the forecast period of 2020-2027. ....

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