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SC20 Virtual Platform
Workshop: CAFCW20: Sixth Computational Approaches for Cancer Workshop
Event TypeWorkshop
Registration Categories
TimeFriday, 13 November 202010am - 6:30pm EST
LocationTrack 3
10:00am - 10:10am ESTCAFCW20 – Introduction: Sixth Computational Approaches for Cancer Workshop
10:10am - 11:00am ESTKeynote: Data Science Initiatives at the National Cancer Institute, Dr. Norman "Ned" Sharpless, National Cancer Institute Director with Introduction by Sean E. Hanlon, PhD, National Cancer Institute
11:00am - 11:45am ESTCAFCW20 – Panel: HPC, Cancer, and COVID-19
11:45am - 12:00pm ESTScalable Human Pharmacokinetics Property Prediction for Cancer Drug Discovery at ATOM
12:00pm - 12:15pm ESTCAFCW20 – Break
12:15pm - 12:30pm ESTScaffold-Induced Molecular Subgraphs (SIMSG): Effective Graph Sampling Methods for High-Throughput Computational Drug Discovery
12:30pm - 12:45pm ESTCausal Deconvolution of a Mechanistic Model of EGFR and ERK Signaling Explains Adaptive and Genetic Resistance in Melanoma
12:45pm - 1:00pm ESTAn Efficient, Data-Driven Approach To Model Specific Cancer Cell Lines
1:00pm - 1:15pm ESTDeep Learning Based Prediction of the Temporal Behavior of RAS Protein Conformations on Simulated Cell Membrane Surfaces
1:15pm - 2:00pm ESTCAFCW20 – Panel: Digital Twins for Cancer Care
2:00pm - 3:20pm ESTCAFCW20 – Lunch Break
3:20pm - 3:25pm ESTCAFCW20 – Afternoon Welcome
3:25pm - 3:40pm ESTMachine Learning Driven Importance Sampling Approach for Multiscale Simulations
3:40pm - 3:55pm ESTA Metapath Approach to Predicting Drug Response in Cancer Cell Lines
3:55pm - 4:10pm ESTToward a Data-Driven System for Personalized Cervical Cancer Screening
4:10pm - 4:40pm ESTIntegration of Domain Knowledge Using Medical Knowledge Graph Deep Learning for Cancer Phenotyping
4:40pm - 4:55pm ESTCAFCW20 – Break
4:55pm - 5:10pm ESTDeciphering Hallmarks of Resistance in Breast Cancer
5:10pm - 5:40pm ESTWhy I’m Not Answering: Understanding Determinants of Classification of an Abstaining Classifier for Cancer Pathology Reports
5:40pm - 6:25pm ESTCAFCW20 – Panel: Translating Cancer Research Advances in Artificial Intelligence into Clinical Practice
6:25pm - 6:30pm ESTCAFCW20 – Wrapup
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