Big Data in Cancer Research: Real-World Resources for Precision Oncology to Improve Cancer Care Delivery
被引:18
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作者:
Tsai, Chiaojung Jillian
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Mem Sloan Kettering Canc Ctr, Dept Radiat Oncol, 1275 York Ave, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Radiat Oncol, 1275 York Ave, New York, NY 10065 USA
Tsai, Chiaojung Jillian
[1
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Riaz, Nadeem
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Mem Sloan Kettering Canc Ctr, Dept Radiat Oncol, 1275 York Ave, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Radiat Oncol, 1275 York Ave, New York, NY 10065 USA
Riaz, Nadeem
[1
]
Gomez, Scarlett Lin
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机构:
Univ Calif San Francisco, Sch Med, Dept Epidemiol & Biostat, San Francisco, CA USAMem Sloan Kettering Canc Ctr, Dept Radiat Oncol, 1275 York Ave, New York, NY 10065 USA
Gomez, Scarlett Lin
[2
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机构:
[1] Mem Sloan Kettering Canc Ctr, Dept Radiat Oncol, 1275 York Ave, New York, NY 10065 USA
[2] Univ Calif San Francisco, Sch Med, Dept Epidemiol & Biostat, San Francisco, CA USA
In oncology, the term "big data" broadly describes the rapid acquisition and generation of massive amounts of information, typically from population cancer registries, electronic health records, or large-scale genetic sequencing studies. The challenge of using big data in cancer research lies in interdisciplinary collaboration and information processing to unify diverse data sources and provide valid analytics to harness meaningful information. This article provides an overview of how big data approaches can be applied in cancer research, and how they can be used to translate information into new ways to ultimately make informed decisions that improve cancer care and delivery. (C) 2019 Published by Elsevier Inc.
机构:
Univ Manchester, Div Canc Sci, Manchester, England
Christie NHS Fdn Trust, Manchester, EnglandUniv Manchester, Div Canc Sci, Manchester, England
Price, G.
Peek, N.
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机构:
Univ Manchester, Div Informat Imaging & Data Sci, Manchester, England
Univ Cambridge, Healthcare Improvement Studies Inst THIS Inst, Cambridge, EnglandUniv Manchester, Div Canc Sci, Manchester, England
Peek, N.
Eleftheriou, I.
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Univ Manchester, Div Informat Imaging & Data Sci, Manchester, EnglandUniv Manchester, Div Canc Sci, Manchester, England
Eleftheriou, I.
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Spencer, K.
Paley, L.
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NHS England, Natl Dis Registrat Serv, London, EnglandUniv Manchester, Div Canc Sci, Manchester, England
Paley, L.
Hogenboom, J.
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机构:
Maastricht Univ, Med Ctr, GROW Sch Oncol & Reprod, Dept Radiat Oncol MAASTRO, Maastricht, NetherlandsUniv Manchester, Div Canc Sci, Manchester, England
Hogenboom, J.
van Soest, J.
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机构:
Maastricht Univ, Med Ctr, GROW Sch Oncol & Reprod, Dept Radiat Oncol MAASTRO, Maastricht, Netherlands
Maastricht Univ, Fac Sci & Engn, Brightlands Inst Smart Soc BISS, Maastricht, NetherlandsUniv Manchester, Div Canc Sci, Manchester, England
van Soest, J.
Dekker, A.
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机构:
Maastricht Univ, Med Ctr, GROW Sch Oncol & Reprod, Dept Radiat Oncol MAASTRO, Maastricht, NetherlandsUniv Manchester, Div Canc Sci, Manchester, England
Dekker, A.
van Herk, M.
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机构:
Christie NHS Fdn Trust, Manchester, EnglandUniv Manchester, Div Canc Sci, Manchester, England
van Herk, M.
Faivre-Finn, C.
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机构:
Christie NHS Fdn Trust, Manchester, EnglandUniv Manchester, Div Canc Sci, Manchester, England
机构:
Harvard Med Sch, Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USAHarvard Med Sch, Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
Beltran, Himisha
Morgans, Alicia K.
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机构:
Harvard Med Sch, Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USAHarvard Med Sch, Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
机构:
Queens Univ, Canc Res Inst, Div Canc Care & Epidemiol, Kingston, ON, CanadaQueens Univ, Canc Res Inst, Div Canc Care & Epidemiol, Kingston, ON, Canada
Booth, Christopher M.
Karim, Safiya
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机构:
Univ Calgary, Dept Oncol, Calgary, AB, CanadaQueens Univ, Canc Res Inst, Div Canc Care & Epidemiol, Kingston, ON, Canada
Karim, Safiya
Mackillop, William J.
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Queens Univ, Canc Res Inst, Div Canc Care & Epidemiol, Kingston, ON, CanadaQueens Univ, Canc Res Inst, Div Canc Care & Epidemiol, Kingston, ON, Canada