Produktbild: Radiomics and Radiogenomics

Radiomics and Radiogenomics Technical Basis and Clinical Applications

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

31.03.2021

Herausgeber

Li Ruijiang + weitere

Verlag

Taylor & Francis

Seitenzahl

484

Maße (L/B/H)

25.1/17.3/2.8 cm

Gewicht

816 g

Sprache

Englisch

ISBN

978-0-367-77958-0

Beschreibung

Rezension

"Despite an abundance of research papers and some review articles, there have not been many comprehensive books devoted to these special audiences. Two first-edition books published in 2019 by the Taylor and Francis Group, Radiomics and Radiogenomics (edited by Ruijiang Li, Lei Xing, Sandy Napel, and Daniel L. Rubin) and Big Data in Radiation Oncology (edited by Jun Deng and Lei Xing), have opportunely filled this void, and provided a comprehensive review as well as valuable insights on these key new advances. .... From these two books, readers can gain a fundamental understanding of radiomic feature definition and computation, processing steps (such as voxel resampling, MRI field bias correction and normalization, and other data harmonization), and processing parameters (such as fixed bin size vs fixed bin number and voxel neighborhood size). Readers can also develop a deeper appreciation of proper data management in modeling from both texts. As such, the technical knowledge from the books can assist researchers in optimizing their own study design."
-Dandan Zheng, in the Journal of Applied Clinical Medical Physics, July 2020

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

31.03.2021

Herausgeber

Verlag

Taylor & Francis

Seitenzahl

484

Maße (L/B/H)

25.1/17.3/2.8 cm

Gewicht

816 g

Sprache

Englisch

ISBN

978-0-367-77958-0

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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Die Leseprobe wird geladen.
  • Produktbild: Radiomics and Radiogenomics
  • Part I: Introduction

    1. Principles and rationale of radiomics and radiogenomics

    Sandy Napel

    Part II: Technical Basis

    2. Imaging informatics: an overview

    Assaf Hoogi, Daniel Rubin

    3. Quantitative imaging using CT

    Lin Lu, Lawrence H. Schwartz, Binsheng Zhao

    4. Quantitative PET/CT for radiomics

    Stephen R. Bowen, Paul E. Kinahan, George A. Sandison, Matthew J. Nyflot

    5. 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

    6. Tumor segmentation

    Spyridon Bakas, Rhea Chitalia, Despina Kontos, Yong Fan, Christos Davatzikos

    7. Habitat imaging of tumor evolution by magnetic resonance imaging (MRI)

    Bruna Victorasso Jardim-Perassi, Gary Martinez, Robert Gillies

    8. Feature extraction and qualification

    Lise Wei, Issam El Naqa

    9. Predictive modeling, machine learning, and statistical issues

    Panagiotis Korfiatis, Timothy L. Kline, Zeynettin Akkus, Kenneth Philbrick, Bradley J. Erikson

    10. Radiogenomics: rationale and methods

    Olivier Gevaert

    11. Resources and datasets for radiomics

    Ken Chang, Andrew Beers, James Brown, Jayashree Kalpathy-Cramer

    Part III: Clinical Applications

    12. 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

    13. Brain cancer

    William D. Dunn Jr, Rivka Colen

    14. Breast cancer

    Hui Li, Maryellen L. Giger

    15. Lung cancer

    Dong Di, Jie Tian, Shuo Wang

    16. The essence of R in head and neck cancer

    Hesham Elhalawani, Arvind Rao, Clifton D. Fuller

    17. Gastrointestinal cancers

    Zaiyi Liu

    18. Radiomics in genitourinary cancers: prostate cancer

    Satish Viswanath, Anant Madabhushi

    19. Radiomics analysis for gynecologic cancers

    Harini Veeraraghavan

    20. Applications of imaging genomics beyond oncology

    Xiaohui Yao, Jingwen Yan, Li Shen

    Part IV: Future Outlook

    21. Quantitative imaging to guide mechanism based modeling of cancer

    David A. Hormouth II, Matthew T. McKenna, Thomas E. Yankeelov

    22. Looking Ahead: Opportunities and Challenges in Radiomics and Radiogenomics





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