Big data in radiation oncology:
Big data in radiation oncology : opportunities and challenges / Jean-Emmanuel Bibault -- Data standardization and informatics in radiation oncology / Charles Mayo -- Storage and databases for big data / Tomas Skripcak, Uwe Just, Ida Schönfeld, Esther G.C. Troost, and Mechthild Krause -- Machine lear...
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press
[2019]
|
| Schriftenreihe: | Imaging in medical diagnosis and therapy
30 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis und Leseprobe |
| Zusammenfassung: | Big data in radiation oncology : opportunities and challenges / Jean-Emmanuel Bibault -- Data standardization and informatics in radiation oncology / Charles Mayo -- Storage and databases for big data / Tomas Skripcak, Uwe Just, Ida Schönfeld, Esther G.C. Troost, and Mechthild Krause -- Machine learning for radiation oncology / Yi Luo & Issam El Naqa -- Cloud computing for big data / Sepideh Almasi and Guillem Pratx -- Big data statistical methods for radiation oncology / Yu Jiang, Vojtech Huser, Shuangge Ma -- From model-driven to knowledge and data-based treatment planning / Morteza Mardania, Yong Yanga, Yinyi Yeb, and Stephen Boyd, and Lei Xinga -- Using big data to improve safety and quality in radiation oncology / Eric Ford, PhD, Alan Kalet, PhD, Mark Phillips -- Tracking organ doses for patient safety in radiation therapy / Wazir Muhammad, Ying Liang, Gregory R. Hart, Bradley Nartowt, David A. Roffman, Jun Deng -- Big data and comparative effectiveness research in radiation oncology / Sunil W. Dutta, Daniel M. Trifiletti, Timothy N. Showalter -- Cancer registry and big data exchange / Zhenwei Shi, Leonard Wee, and Andre Dekker -- Clinical and cultural challenges of big data in radiation oncology / Brandon Dyer, Shyam Rao, Yi Rong, Chris Sherman, Mildred Cho, Cort Buchholz, and Stanley Benedict -- Radiogenomics / Barry S. Rosensteina, Gaurav Pandey, Corey W. Speersc, Jung Hun Ohd, Catharine M.L. Weste and Charles S. Mayoc -- Radiomics and quantitative imaging / Dennis Mackin, PhD and Laurence E. Court, PhD -- Radiotherapy outcomes modeling in the big data era / Joseph O. Deasy, Aditya P. Apte, Maria Thor, Jeho Jeong, Aditi Iyer, Jung Hun Oh, and Andrew Jackson -- Multi-parameterized models for early cancer detection and prevention / Gregory R. Hart, David A. Roffman, Ying Liang, Bradley Nartowt, Wazir Muhammad, Jun Deng |
| Beschreibung: | viii, 289 Seiten |
| ISBN: | 9781138633438 |
Internformat
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| 520 | 3 | |a Big data in radiation oncology : opportunities and challenges / Jean-Emmanuel Bibault -- Data standardization and informatics in radiation oncology / Charles Mayo -- Storage and databases for big data / Tomas Skripcak, Uwe Just, Ida Schönfeld, Esther G.C. Troost, and Mechthild Krause -- Machine learning for radiation oncology / Yi Luo & Issam El Naqa -- Cloud computing for big data / Sepideh Almasi and Guillem Pratx -- Big data statistical methods for radiation oncology / Yu Jiang, Vojtech Huser, Shuangge Ma -- From model-driven to knowledge and data-based treatment planning / Morteza Mardania, Yong Yanga, Yinyi Yeb, and Stephen Boyd, and Lei Xinga -- Using big data to improve safety and quality in radiation oncology / Eric Ford, PhD, Alan Kalet, PhD, Mark Phillips -- Tracking organ doses for patient safety in radiation therapy / Wazir Muhammad, Ying Liang, Gregory R. Hart, Bradley Nartowt, David A. Roffman, Jun Deng -- Big data and comparative effectiveness research in radiation oncology / Sunil W. Dutta, Daniel M. Trifiletti, Timothy N. Showalter -- Cancer registry and big data exchange / Zhenwei Shi, Leonard Wee, and Andre Dekker -- Clinical and cultural challenges of big data in radiation oncology / Brandon Dyer, Shyam Rao, Yi Rong, Chris Sherman, Mildred Cho, Cort Buchholz, and Stanley Benedict -- Radiogenomics / Barry S. Rosensteina, Gaurav Pandey, Corey W. Speersc, Jung Hun Ohd, Catharine M.L. Weste and Charles S. Mayoc -- Radiomics and quantitative imaging / Dennis Mackin, PhD and Laurence E. Court, PhD -- Radiotherapy outcomes modeling in the big data era / Joseph O. Deasy, Aditya P. Apte, Maria Thor, Jeho Jeong, Aditi Iyer, Jung Hun Oh, and Andrew Jackson -- Multi-parameterized models for early cancer detection and prevention / Gregory R. Hart, David A. Roffman, Ying Liang, Bradley Nartowt, Wazir Muhammad, Jun Deng | |
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| spelling | Big data in radiation oncology edited by Jun Deng, Lei Xing Boca Raton ; London ; New York CRC Press [2019] © 2019 viii, 289 Seiten txt rdacontent n rdamedia nc rdacarrier Imaging in medical diagnosis and therapy 30 Big data in radiation oncology : opportunities and challenges / Jean-Emmanuel Bibault -- Data standardization and informatics in radiation oncology / Charles Mayo -- Storage and databases for big data / Tomas Skripcak, Uwe Just, Ida Schönfeld, Esther G.C. Troost, and Mechthild Krause -- Machine learning for radiation oncology / Yi Luo & Issam El Naqa -- Cloud computing for big data / Sepideh Almasi and Guillem Pratx -- Big data statistical methods for radiation oncology / Yu Jiang, Vojtech Huser, Shuangge Ma -- From model-driven to knowledge and data-based treatment planning / Morteza Mardania, Yong Yanga, Yinyi Yeb, and Stephen Boyd, and Lei Xinga -- Using big data to improve safety and quality in radiation oncology / Eric Ford, PhD, Alan Kalet, PhD, Mark Phillips -- Tracking organ doses for patient safety in radiation therapy / Wazir Muhammad, Ying Liang, Gregory R. Hart, Bradley Nartowt, David A. Roffman, Jun Deng -- Big data and comparative effectiveness research in radiation oncology / Sunil W. Dutta, Daniel M. Trifiletti, Timothy N. Showalter -- Cancer registry and big data exchange / Zhenwei Shi, Leonard Wee, and Andre Dekker -- Clinical and cultural challenges of big data in radiation oncology / Brandon Dyer, Shyam Rao, Yi Rong, Chris Sherman, Mildred Cho, Cort Buchholz, and Stanley Benedict -- Radiogenomics / Barry S. Rosensteina, Gaurav Pandey, Corey W. Speersc, Jung Hun Ohd, Catharine M.L. Weste and Charles S. Mayoc -- Radiomics and quantitative imaging / Dennis Mackin, PhD and Laurence E. Court, PhD -- Radiotherapy outcomes modeling in the big data era / Joseph O. Deasy, Aditya P. Apte, Maria Thor, Jeho Jeong, Aditi Iyer, Jung Hun Oh, and Andrew Jackson -- Multi-parameterized models for early cancer detection and prevention / Gregory R. Hart, David A. Roffman, Ying Liang, Bradley Nartowt, Wazir Muhammad, Jun Deng Data Mining (DE-588)4428654-5 gnd rswk-swf Strahlentherapie (DE-588)4057833-1 gnd rswk-swf Big Data (DE-588)4802620-7 gnd rswk-swf Radiation Oncology Data Mining / methods (DE-588)4143413-4 Aufsatzsammlung gnd-content Data Mining (DE-588)4428654-5 s Big Data (DE-588)4802620-7 s Strahlentherapie (DE-588)4057833-1 s DE-604 Deng, Jun (DE-588)1088453740 edt Xing, Lei (DE-588)1194942024 edt https://www.crcpress.com/Big-Data-in-Radiation-Oncology/Deng-Xing/p/book/9781138633438 Verlag Inhaltsverzeichnis und Leseprobe |
| spellingShingle | Big data in radiation oncology Data Mining (DE-588)4428654-5 gnd Strahlentherapie (DE-588)4057833-1 gnd Big Data (DE-588)4802620-7 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4057833-1 (DE-588)4802620-7 (DE-588)4143413-4 |
| title | Big data in radiation oncology |
| title_auth | Big data in radiation oncology |
| title_exact_search | Big data in radiation oncology |
| title_full | Big data in radiation oncology edited by Jun Deng, Lei Xing |
| title_fullStr | Big data in radiation oncology edited by Jun Deng, Lei Xing |
| title_full_unstemmed | Big data in radiation oncology edited by Jun Deng, Lei Xing |
| title_short | Big data in radiation oncology |
| title_sort | big data in radiation oncology |
| topic | Data Mining (DE-588)4428654-5 gnd Strahlentherapie (DE-588)4057833-1 gnd Big Data (DE-588)4802620-7 gnd |
| topic_facet | Data Mining Strahlentherapie Big Data Aufsatzsammlung |
| url | https://www.crcpress.com/Big-Data-in-Radiation-Oncology/Deng-Xing/p/book/9781138633438 |
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