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Translating “Big Data” in Oncology for Clinical Benefit: Progress or Paralysis
The molecular characterization of cancer through genomics, data from multiomics technologies, molecular-driven clinical trials, and internet-enabled devices capturing patient context and real-world data are creating an unprecedented big data revolution across the cancer research-care continuum. Whil...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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American Association for Cancer Research
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306452/ https://www.ncbi.nlm.nih.gov/pubmed/35416976 http://dx.doi.org/10.1158/0008-5472.CAN-22-0100 |
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author | Barker, Anna D. Lee, Jerry S.H. |
author_facet | Barker, Anna D. Lee, Jerry S.H. |
author_sort | Barker, Anna D. |
collection | PubMed |
description | The molecular characterization of cancer through genomics, data from multiomics technologies, molecular-driven clinical trials, and internet-enabled devices capturing patient context and real-world data are creating an unprecedented big data revolution across the cancer research-care continuum. While big data has translated to benefit for some patients, it has also created new problems. Our intent in this brief communication is to explore some examples of progress and key challenges that remain. The problems are not intractable, but success will require rethinking and rebuilding an information and evidence-based learning system that moves beyond paralysis to shape a better future for patients with cancer. |
format | Online Article Text |
id | pubmed-9306452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-93064522023-01-05 Translating “Big Data” in Oncology for Clinical Benefit: Progress or Paralysis Barker, Anna D. Lee, Jerry S.H. Cancer Res Controversy and Consensus The molecular characterization of cancer through genomics, data from multiomics technologies, molecular-driven clinical trials, and internet-enabled devices capturing patient context and real-world data are creating an unprecedented big data revolution across the cancer research-care continuum. While big data has translated to benefit for some patients, it has also created new problems. Our intent in this brief communication is to explore some examples of progress and key challenges that remain. The problems are not intractable, but success will require rethinking and rebuilding an information and evidence-based learning system that moves beyond paralysis to shape a better future for patients with cancer. American Association for Cancer Research 2022-06-06 2022-04-13 /pmc/articles/PMC9306452/ /pubmed/35416976 http://dx.doi.org/10.1158/0008-5472.CAN-22-0100 Text en ©2022 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs International 4.0 License. |
spellingShingle | Controversy and Consensus Barker, Anna D. Lee, Jerry S.H. Translating “Big Data” in Oncology for Clinical Benefit: Progress or Paralysis |
title | Translating “Big Data” in Oncology for Clinical Benefit: Progress or Paralysis |
title_full | Translating “Big Data” in Oncology for Clinical Benefit: Progress or Paralysis |
title_fullStr | Translating “Big Data” in Oncology for Clinical Benefit: Progress or Paralysis |
title_full_unstemmed | Translating “Big Data” in Oncology for Clinical Benefit: Progress or Paralysis |
title_short | Translating “Big Data” in Oncology for Clinical Benefit: Progress or Paralysis |
title_sort | translating “big data” in oncology for clinical benefit: progress or paralysis |
topic | Controversy and Consensus |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306452/ https://www.ncbi.nlm.nih.gov/pubmed/35416976 http://dx.doi.org/10.1158/0008-5472.CAN-22-0100 |
work_keys_str_mv | AT barkerannad translatingbigdatainoncologyforclinicalbenefitprogressorparalysis AT leejerrysh translatingbigdatainoncologyforclinicalbenefitprogressorparalysis |