Peter Skewes-Cox

Peter Skewes-Cox

Company: Novartis Biomedical Research

Job title: Director, Data Science


Compound Activity Prediction with Dose-Dependent Transcriptomic Profiles & Transformer Models 2:30 pm

Leveraging gene-expression profiles to predict activity in biochemical and cellular assays Using Transformer models with sequence of transcriptomes from compound treatment over multiple concentrations as input Activity predictions validate experimentally, even when transcriptomes are measured in human but activity predicted and tested in Plasmodium parasitesRead more

day: Day One

Panel Discussion: Making Data Universally Accessible to Move Towards Standardized Approaches 11:30 am

Overcoming unwanted bias and time lost in data processing and management How to merge multiple data sources to understand new disease targets? How can AI be leveraged to support multi-omic data integration?Read more

day: Day Two

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