Radiomics and radiogenomics : technical basis and clinical applications

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Radiomics and radiogenomics : technical basis and clinical applications

種類:

図書

責任表示:

edited by Ruijiang Li ... [et al.]

出版情報:

Boca Raton : CRC Press, Taylor & Francis, c2019

著者名:

シリーズ名:

Imaging in medical diagnosis and therapy <BB09521874>

ISBN:

9780815375852 [0815375859] (: hbk)

注記:

Other editors: Lei Xing, Sandy Napel, Daniel L. Rubin
Includes bibliographical references and index

所蔵情報

子書誌情報

タイトルが類似している資料

詳細

主題:

Cancer--Imaging; Diagnostic imaging

分類・件名:

DC23 : 616.9940754
LCSH : Cancer -- Imaging
LCSH : Diagnostic imaging

LCCN:

2019004822

TTLL:

eng

言語:

英語

形態:

xxii, 419 p. : ill. (some col.) ; 27 cm

目次情報:

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

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

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書誌ID:

BC07942835

内容紹介

目次情報

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