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TZID:Europe/Stockholm
X-LIC-LOCATION:Europe/Stockholm
BEGIN:DAYLIGHT
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
TZNAME:CEST
DTSTART:19700308T020000
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DTSTART:19701101T020000
RRULE:FREQ=YEARLY;BYMONTH=10;BYDAY=-1SU
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BEGIN:VEVENT
DTSTAMP:20260421T090513Z
LOCATION:Bldg. 6 - Room 104
DTSTART;TZID=Europe/Stockholm:20260701T090000
DTEND;TZID=Europe/Stockholm:20260701T110000
UID:submissions.pasc-conference.org_PASC26_sess154@linklings.com
SUMMARY:MS4F - HPC and the Health Sciences: Co-Design for Trust, Robustnes
 s, and Communication
DESCRIPTION:HPC-powered AI applications are increasingly accurate and robu
 st, but challenges remain when translating these capabilities into real-wo
 rld prevention and treatment routines. Central to this issue is the notion
  of trust, which is essential to all stakeholders in the health care compl
 ex: patients, providers, management, and governance. Trustworthy AI system
 s use transparent reasoning processes, are explainable, accountable, robus
 t, fair, honest, privacy-preserving, and amenable to human goals. In the c
 ontext of health, all of these aspects are potential blockers to future ad
 option. In this minisymposium, we will bring in experts from AI model deve
 lopment, health systems analysis, and the clinical translation of AI-integ
 rated cancer treatments.\n\nComputational Prediction of Anti-Cancer Drug R
 esponse in Preclinical Cancer Models Using Deep Learning and High-Performa
 nce Computing\n\nCancer is a complex and heterogeneous disease. Tumors of 
 the same histological type can respond differently to the same anti-cancer
  therapy. Therefore, accurate prediction of anti-cancer drug response is o
 f paramount importance for both patient treatment design and therapeutic d
 evelopment. We have d...\n\n\nYitan Zhu, Justin Wozniak, Alexander Partin,
  and Thomas Brettin (Argonne National Laboratory) and Rick Stevens (Argonn
 e National Laboratory, The University of Chicago)\n\nDomain: Applied Socia
 l Sciences and Humanities, Life Sciences, Computational Methods and Applie
 d Mathematics\n\nSession Chairs: Justin M. Wozniak (Argonne National Labor
 atory, University of Chicago); Thomas Brettin (Argonne National Laboratory
 , University of Chicago); and Eric Stahlberg (MD Anderson)
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