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Extracting Meaning from Complex Data: Predictive Models for Mechanism of Action Classification from Phenotypic Assay Data – Application to Phenotypic Drug Discovery

Extracting Meaning from Complex Data: Predictive Models for Mechanism of Action Classification from Phenotypic Assay Data – Application to Phenotypic Drug Discovery
Version:
v1022014

File Name/Number:
SLAS2014

Year:
2014

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SLAS2014 presentation by Dr. Ellen Berg describing some of the challenges encounted in extracting meaningful data

Agenda slide

Problem
Drug discovery productivity is at an all time low
We are swimming in oceans of data
High throughput technologies
New assay models and platforms

Needed
New tools or new approaches
Framework for integrating information