Session

10:00am - 10:10am EDT	CAFCW20 – Introduction: Sixth Computational Approaches for Cancer Workshop Organizers Eric Stahlberg Sean E. Hanlon Patricia Kovatch Sally Ellingson Petrina Hollingsworth Lynn Borkon
10:10am - 11:00am EDT	Keynote: 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 Presenters Sean Hanlon Norman "Ned" Sharpless
11:00am - 11:45am EDT	CAFCW20 – Panel: HPC, Cancer, and COVID-19 Moderator Patricia Kovatch Panelists Jim Brase Diane Del Valle Sacha Gnjatic Sharon Nirenberg Carlos Simmerling
11:45am - 12:00pm EDT	Scalable Human Pharmacokinetics Property Prediction for Cancer Drug Discovery at ATOM Author/Presenters Benjamin Madej Neha Murad Kishore Pasikanti Amanda Minnich Juliet McComas Sabrina Crouch Joseph Polli Andrew Weber
12:00pm - 12:15pm EDT	CAFCW20 – Break
12:15pm - 12:30pm EDT	Scaffold-Induced Molecular Subgraphs (SIMSG): Effective Graph Sampling Methods for High-Throughput Computational Drug Discovery Author/Presenters Austin Clyde Ashka Shah Max Zvyagin Arvind Ramanathan Rick Stevens
12:30pm - 12:45pm EDT	Causal Deconvolution of a Mechanistic Model of EGFR and ERK Signaling Explains Adaptive and Genetic Resistance in Melanoma Author/Presenter Fabian Froehlich
12:45pm - 1:00pm EDT	An Efficient, Data-Driven Approach To Model Specific Cancer Cell Lines Author/Presenters Peter Balogh John Gounley Amanda Randles
1:00pm - 1:15pm EDT	Deep Learning Based Prediction of the Temporal Behavior of RAS Protein Conformations on Simulated Cell Membrane Surfaces Author/Presenters Adam T. Moody Harsh Bhatia Peer-Timo Bremer Timothy S. Carpenter Gautham Dharuman James N. Glosli Helgi I. Ingólfsson Sam Adé Jacobs Brian Van Essen
1:15pm - 2:00pm EDT	CAFCW20 – Panel: Digital Twins for Cancer Care Moderator Eric Stahlberg Panelists Emily Greenspan Richard Arthur Tina Hernandez-Boussard
2:00pm - 3:20pm EDT	CAFCW20 – Lunch Break
3:20pm - 3:25pm EDT	CAFCW20 – Afternoon Welcome Presenter Eric Stahlberg
3:25pm - 3:40pm EDT	Machine Learning Driven Importance Sampling Approach for Multiscale Simulations Author/Presenters Harsh Bhatia Pilot2 Consortium
3:40pm - 3:55pm EDT	A Metapath Approach to Predicting Drug Response in Cancer Cell Lines Author/Presenter Judith D. Cohn
3:55pm - 4:10pm EDT	Toward a Data-Driven System for Personalized Cervical Cancer Screening Author/Presenter Geir Severin E. R. Langberg
4:10pm - 4:40pm EDT	Integration of Domain Knowledge Using Medical Knowledge Graph Deep Learning for Cancer Phenotyping Author/Presenter Mohammed Alawad
4:40pm - 4:55pm EDT	CAFCW20 – Break
4:55pm - 5:10pm EDT	Deciphering Hallmarks of Resistance in Breast Cancer Author/Presenter Amrita Basu
5:10pm - 5:40pm EDT	Why I’m Not Answering: Understanding Determinants of Classification of an Abstaining Classifier for Cancer Pathology Reports Author/Presenters Sayera Dhaubhadel Benjamin McMahon
5:40pm - 6:25pm EDT	CAFCW20 – Panel: Translating Cancer Research Advances in Artificial Intelligence into Clinical Practice Moderator Sally Ellingson Panelists Douglas Blayney Cody Bumgardner Stephanie Harmon Yaling Liu
6:25pm - 6:30pm EDT	CAFCW20 – Wrapup

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