AI Meets Exascale Computing: Advancing Cancer Research With Large-Scale High Performance Computing

Autor: Thuc T Hoang, Fangfang Xia, Dwight V. Nissley, Emily J. Greenspan, Thomas Brettin, Rick Stevens, Tanmoy Bhattacharya, James H. Doroshow, Eric Stahlberg, Georgia D. Tourassi, Yvonne A. Evrard, Frederick H. Streitz, Lynne Penberthy, Carolyn B Vea Lauzon, George Zaki, Amy L. Gryshuk

Publikováno v: Frontiers in Oncology
Frontiers in Oncology, Vol 9 (2019)

The application of data science in cancer research has been boosted by major advances in three primary areas: (1) Data: diversity, amount, and availability of biomedical data; (2) Advances in Artificial Intelligence (AI) and Machine Learning (ML) alg

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::156102f4b766ddb469b8fdc0ed914604
https://pubmed.ncbi.nlm.nih.gov/31632915

Predictive Radiation Oncology - A New NCI-DOE Scientific Space and Community.

Autor: Buchsbaum JC; National Cancer Institute, Bethesda, Maryland 20892., Jaffray DA; The University of Texas, MD Anderson Cancer Center, Houston, Texas 77030., Ba D; Harvard University, Cambridge, Massachusetts 02138., Borkon LL; Frederick National Laboratory for Cancer Research, Frederick, Maryland, 21701., Chalk C; U.S. Department of Energy, Boyds, Maryland, 20841., Chung C; The University of Texas, MD Anderson Cancer Center, Houston, Texas 77030., Coleman MA; Lawrence Livermore National Laboratory, Livermore, California 94550., Coleman CN; National Cancer Institute, Bethesda, Maryland 20892., Diehn M; Stanford Medicine, Stanford, California 94305., Droegemeier KK; University of Oklahoma, Norman, Oklahoma 73072., Enderling H; H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612., Espey MG; National Cancer Institute, Bethesda, Maryland 20892., Greenspan EJ; National Cancer Institute, Bethesda, Maryland 20892., Hartshorn CM; National Cancer Institute, Bethesda, Maryland 20892., Hoang T; U.S. Department of Energy, Washington, DC 20585., Hsiao HT; American Society for Radiation Oncology (ASTRO), Arlington, Virginia 22202., Keppel C; Jefferson Lab, Newport News, Virginia 23606., Moore NW; Sandia National Laboratories, Albuquerque, New Mexico 87123., Prior F; University of Arkansas for Medical Sciences, Little Rock, Arkansas 72205., Stahlberg EA; Frederick National Laboratory for Cancer Research, Frederick, Maryland, 21701., Tourassi G; Oak Ridge National Laboratory, Oak Ridge, Tennessee 37830., Willcox KE; The University of Texas at Austin, Austin, Texas 78712.

Publikováno v: Radiation research [Radiat Res] 2022 Apr 01; Vol. 197 (4), pp. 434-445.