Radiomics and radiogenomics : technical basis and clinical applications /: technical basis and clinical applications. (2019)

• Record Type: Book
• Further Information: Note: Edited by Ruijiang Li, Lei Xing, Sandy Napel, Daniel L. Rubin.
• Editors: Li, Ruijiang; Xing, Lei; Napel, Sandy; Rubin, Daniel (Daniel L.)
• Contents: Part I: Introduction Part 1 INTRODUCTION 1 Principles and rationale of radiomics and radiogenomics Sandy Napel Part 2 TECHNICAL BASIS 2 Imaging informatics: An overview Assaf Hoogi and Daniel L. Rubin 3 Quantitative imaging using CT Lin Lu, Lawrence H. Schwartz, and Binsheng Zhao 4 Quantitative PET/CT for radiomics Stephen R. Bowen, Paul E. Kinahan, George A. Sandison, and Matthew J. Nyflot 5 Quantitative imaging using MRI David A. Hormuth II, Jack Virostko, Ashley Stokes, Adrienne Dula, Anna G. Sorace, Jennifer G. Whisenant, Jared Weis, C. Chad Quarles, Michael I. Miga, and Thomas E. Yankeelov 6 Tumor segmentation Spyridon Bakas, Rhea Chitalia, Despina Kontos, Yong Fan, and Christos Davatzikos 7 Habitat imaging of tumor evolution by magnetic resonance imaging (MRI) Bruna Victorasso Jardim-Perassi, Gary Martinez, and Robert Gillies 8 Feature extraction and qualification Lise Wei and Issam El Naqa 9 Predictive modeling, machine learning, and statistical issues Panagiotis Korfiatis, Timothy L. Kline, Zeynettin Akkus, Kenneth Philbrick, and Bradley J. Erickson 10 Radiogenomics: Rationale and methods Olivier Gevaert 11 Resources and datasets for radiomics Ken Chang, Andrew Beers, James Brown, and Jayashree Kalpathy-Cramer Part 3 CLINICAL APPLICATIONS 12 Pathways to radiomics-aided clinical decision-making for precision medicine Tianyue Niu, Xiaoli Sun, Pengfei Yang, Guohong Cao, Khin K. Tha, Hiroki Shirato, Kathleen Horst, and Lei Xing 13 Brain cancer William D. Dunn Jr. and Rivka R. Colen 14 Breast cancer Hui Li and Maryellen L. Giger 15 Radiomics for lung cancer Di Dong and Jie Tian 16 The essence of R in head and neck cancer: Role of radiomics and radiogenomics from a radiation oncology perspective Hesham Elhalawani, Arvind Rao, and Clifton D. Fuller 17 Gastrointestinal cancers Zaiyi Liu 18 Radiomics in genitourinary cancers: Prostate cancer Satish Viswanath and Anant Madabhushi 19 Radiomics analysis for gynecologic cancers Harini Veeraraghavan 20 Applications of imaging genomics beyond oncology Xiaohui Yao, Jingwen Yan, and Li Shen Part 4 FUTURE OUTLOOK 21 Quantitative imaging to guide mechanism-based modeling of cancer David A. Hormuth II, Matthew T. Mckenna, and Thomas E. Yankeelov 22 Looking ahead: Opportunities and challenges in radiomics and radiogenomics Ruijiang Li, Yan Wu, Michael Gensheimer, Masoud Badiei Khuzani, and Lei Xing
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2019
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 616.9940754; Cancer -- Imaging; Diagnostic imaging
• Languages: English
• ISBNs: 9781351208253; 9781351208260; 9781351208246; 9781351208277
• Related ISBNs: 9780815375852
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.