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[NMusers] Webinar by Eric Sobie: QSP, Machine Learning, Cardiotoxicity

From: Rebecca Baillie <rbaillie_at_rosaandco.com>
Date: Tue, 4 Dec 2018 18:59:31 +0000

Combining mechanistic modeling with machine learning to predict cardiotoxic=
ity and streamline drug development

Eric Sobie, PhD
Professor, Pharmacological Sciences
Icahn School of Medicine at Mount Sinai, New York, NY

Wednesday, December 12, 2018, 12:00 to 1:00 pm EST
Register at https://www.rosaandco.com/webinars/2018/combining-mechanistic-m=
odeling-machine-learning

Abstract:
Quantitative Systems Pharmacology (QSP) uses simulations with mechanistic m=
athematical models to improve drug development. Dr. Sobie will discuss rece=
nt and ongoing studies to exploit the power of QSP to improve understanding=
 and prediction of cardiotoxicity. Specifically, Dr. Sobie will describe ho=
w simulations with mechanistic QSP models can be combined with machine lear=
ning algorithms to address unresolved questions.

This integration of statistical and dynamical modeling provides a powerful =
approach for prioritizing experimental studies, overcoming limitations of e=
xperimental models, and identifying patient subgroups most at risk of devel=
oping cardiotoxicity.







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Received on Tue Dec 04 2018 - 13:59:31 EST

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