JUN 21, 2018 9:00 AM PDT

Can AI Beat Cancer?

Speaker

Abstract

Finding effective treatments for cancer is fundamentally  a high-dimensional probabilistic planning, search, and optimization problem, characterized by  thousands of molecular subtypes,  tens of thousands of plausible drug regimens, and a dearth of high quality data on clinical responses.  These explosive combinatorics and the lack of data are overwhelming traditional approaches to clinical development, including the latest Bayesian adaptive trial designs and big data analytics.  However, this is precisely the kind of knowledge-based  planning and search problem that AI is uniquely designed to solve.  Many organizations are developing relevant AI-based applications, from decision support and treatment planning to treatment validation and real time response monitoring.  We will review these developments and describe a bold industry-wide initiative to integrate them for the immediate benefit of all cancer patients and their physicians, while radically improving the efficiency of clinical research and drug development. 


Show Resources
You May Also Like
MAY 17, 2022 9:00 AM PDT
MAY 17, 2022 9:00 AM PDT
Date: May 17, 2022 Time: 9:00am (PDT), 12:00pm (EDT), 8:00pm (CEST) Gene therapeutics have great potential to treat many severe diseases in an unprecedented, targeted manner. The biopharmace...
AUG 16, 2022 11:00 AM PDT
AUG 16, 2022 11:00 AM PDT
Date: August 16, 2022 Time: 11:00am (PDT), 2:00pm (EDT), 8:00pm (CEST) Understanding genomic variation in the context of cancer is paramount to identifying disease drivers and informing pers...
JUN 21, 2022 6:00 AM PDT
JUN 21, 2022 6:00 AM PDT
Date: June 21, 2022 Time: 6:00am (PDT), 9:00am (EDT), 3:00pm (CEST) The global understanding and practice of medicine is currently undergoing a revolutionary change. This shift to precision...
JUN 28, 2022 7:00 AM PDT
JUN 28, 2022 7:00 AM PDT
Date: June 28, 2022 Time: 3:00pm (BST), 4:00pm (CET), 9:00am (CST), 7am (PST) Light-sheet microscopy is an extremely versatile imaging technique with a vast range of implementations that are...
APR 28, 2022 8:00 AM PDT
APR 28, 2022 8:00 AM PDT
Date: April 28, 2022 Time: 8:00am (PDT), 11:00am (EDT), 5:00pm (CEST) Human pluripotent stem cells (PSCs) and their derivatives hold great potentials in...
OCT 11, 2022 8:00 AM PDT
C.E. CREDITS
OCT 11, 2022 8:00 AM PDT
Date: October 11, 2022 Time: 8:00am (PDT), 11:00pm (EDT), 5:00pm (CEST) Multiomic profiling of cell populations at single-cell resolution is revolutionizing scientists’ understanding o...
JUN 21, 2018 9:00 AM PDT

Can AI Beat Cancer?



Show Resources
Loading Comments...
Show Resources