Radiomics and radiogenomics : technical basis and clinical applications
著者
書誌事項
Radiomics and radiogenomics : technical basis and clinical applications
（Imaging in medical diagnosis and therapy）
CRC Press, Taylor & Francis, c2019
- : hbk
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注記
Other editors: Lei Xing, Sandy Napel, Daniel L. Rubin
Includes bibliographical references and index
収録内容
- Principles and rationale of radiomics and radiogenomics / Sandy Napel
- Imaging informatics: an overview / Assaf Hoogi, Daniel Rubin
- Quantitative imaging using CT / Lin Lu, Lawrence H. Schwartz, Binsheng Zhao
- Quantitative PET/CT for radiomics / Stephen R. Bowen, Paul E. Kinahan, George A. Sandison, Matthew J. Nyflot
- Common techniques of quantitative MRI / David Hormuth II, Jack Virostko, Ashley Stokes, Adrienne Dula, Anna G. Sorace, Jennifer G. Whisenant, Jared Weis, C. Chad Quarles, Michael I. Miga, Thomas E. Yankeelov
- Tumor segmentation / Spyridon Bakas, Rhea Chitalia, Despina Kontos, Yong Fan, Christos Davatzikos
- Habitat imaging of tumor evolution by magnetic resonance imaging (MRI) / Bruna Victorasso Jardim-Perassi, Gary Martinez, Robert Gillies
- Feature extraction and qualification / Lise Wei, Issam El Naqa
- Predictive modeling, machine learning, and statistical issues / Panagiotis Korfiatis, Timothy L. Kline, Zeynettin Akkus, Kenneth Philbrick, Bradley J. Erikson
- Radiogenomics: rationale and methods / Olivier Gevaert
- Resources and datasets for radiomics / Ken Chang, Andrew Beers, James Brown, Jayashree Kalpathy-Cramer
- Roles of radiomics and radiogenomics in clinical practice / Tianyue Niu, Xiaoli Sun, Pengfei Yang, Guohong Cao, Khin K. Tha, Hiroki Shirato, Kathleen Horst, Lei Xing
- Brain cancer / William D. Dunn Jr, Rivka Colen
- Breast cancer / Hui Li, Maryellen L. Giger
- Lung cancer / Dong Di, Jie Tian
- The essence of R in head and neck cancer / Hesham Elhalawani, Arvind Rao, Clifton D. Fuller
- Gastrointestinal cancers / Zaiyi Liu
- Radiomics in genitourinary cancers: prostate cancer / Satish Viswanath, Anant Madabhushi
- Radiomics analysis for gynecologic cancers / Harini Veeraraghavan
- Applications of imaging genomics beyond oncology / Xiaohui Yao, Jingwen Yan, Li Shen
- Quantitative imaging to guide mechanism based modeling of cancer / David A. Hormouth II, Matthew T. McKenna, Thomas E. Yankeelov
- Looking ahead : opportunities and challenges in radiomics and radiogenomics / Ruijiang Li, Yan Wu, Michael Gensheimer, Masoud Badiei Khuzani, Lei Xing
