eCF Birds-of-a-Feather Webinar: Protocol Optimization using AI/ML
Date: Thursday, July 18, 2024 Duration: One hour
Presenter: Sidd Bhattacharya, PwC
About this topic: We will be discussing the transformative potential of Artificial Intelligence (AI) and Generative AI in clinical development. This session will delve into the pivotal role of AI across the clinical trial lifecycle, focusing on use cases from protocol design, study start-up, execution, through analysis and reporting. We will explore how these technologies are not only optimizing trial efficiency, but also significantly reducing cycle-times while improving quality.
Time: We apologize for the inconvenient time for our members in the Asia Pacific time zones. We will be recording the session, so if you are unable to attend, please register to receive the recording.
![](data:image/png;base64,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)
Open To: All employees of eClinical Forum member companies (gratis). Please feel free to forward this invitation within your organization.
For information on eCF membership, please see www.eclinicalforum.org/membership or send an inquiry to info@eclinicalforum.org.
Background: eClinical Forum webinar sessions focus on the details of a specific topic. All participants are encouraged to share information and ask questions. Anyone from an eCF member company can participate, gratis. The eClinical Forum does not endorse any particular technology, system or platform.