CONFERENCE PRESENTATION · SCDM 2021 Global Conference
AI and Machine Learning case study in Clinical Development
- Session Type: Storytelling
- Session Level: Advanced
OverviewThree case studies of AI implementations are discussed in this session. We begin with IQVIA presenting the use case of study-build followed by Pfizer discussing Clinical data reconciliation and Merck describing the pilot for SDTM mapping. Details of use cases and how they were solved with Machine Learning and NLP are discussed in this one hour session.
What You'll Learn
- Application of ML and NLP
- Study build challenge solved with AI
- Clinical Data Reconciliation using ML/NLP
- SDTM mapping from Clinical data using ML/NLP
Meet the Presenters
Senior Director, Global Head of AI/ML, Data Management
Associate DirectorManori Turmel is a Program Manager in the Global Clinical Data Standards group at Merck. She has 20 years of experience in the Pharmaceutical Research and Development sector at major Pharmaceutical companies and CRO organizations. Manori has demonstrated expertise in the areas of process automation for early Drug Discovery research, Project management, Process Improvement, and Information Technology Management in Clinical Development. She earned her data science related doctorate in Process Control Engineering, researching into the application of Artificial Intelligence techniques for process fault diagnosis, obtained in the UK. Manori is a certified PMP and a Lean Six Sigma Green Belt certified process improvement enthusiast.
Head of AI and Data ScienceWithin IQVIA Technologies, Gary pursues the use of emerging technology to provide new and more efficient capabilities to enhance clinical trial management. This includes development of new design software through to more recent advancements with AI/ML capabilities where his team has developed several micro-products and micro-services that can be plugged in and used by any SaaS solution.
Earn CEUsSCDM is authorized by IACET to offer 0.1 CEUs for this education program. Participants are eligible to receive CEUs upon successful completion of the digital assessment questionnaire linked to this session, within 30 days after the purchase of the conference session.
PriceSCDM members: €50
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