Image-Based Computer-Assisted Radiation Therapy

This book provides a comprehensive overview of the state-of-the-art computational intelligence research and technologies in computer-assisted radiation therapy based on image engineering. It also traces major technical advancements and research findings in the field of image-based computer-assisted...

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Bibliographic Details
Corporate Author SpringerLink (Online service)
Other Authors Arimura, Hidetaka (Editor)
Format Electronic eBook
LanguageEnglish
Published Singapore : Springer Singapore : Imprint: Springer, 2017.
Subjects
Medicine.
Interventional radiology.
Radiotherapy.
Oncology.
elektronické knihy
electronic books
Online AccessFull text
ISBN9789811029455
DOI10.1007/978-981-10-2945-5
Physical DescriptionX, 381 p. 185 illus., 118 illus. in color. online resource.

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Table of Contents:
  • Part 1. Introduction
  • 1. Introduction
  • Part 2. Computerized Diagnosis for Cancer
  • 2. Computer-Aided Detection of Lung Cancer
  • 3. Computer-Aided Detection and Differentiation of Breast Cancer on Mammograms
  • 4. Computer-Aided Differentiation for Pathology Images
  • Part 3. Computer-Assisted Radiation Treatment Planning
  • 5. Computer-Assisted Target Volume Determination
  • 6. Computer-Assisted Treatment Planning Approaches for SBRT
  • 7. Computer-Assisted Treatment Planning Approaches for Carbon-Ion Beam Therapy
  • 8. Computer-Assisted Treatment Planning Approaches for IMRT
  • Part 4. Image-Guided Patient Positioning 9. X-ray Image-Based Patient Positioning
  • 10. Surface-Imaging-Based Patient Positioning in Radiation Therapy
  • Part 5. Intelligent Radiation Treatment Approaches
  • 11. Tumor Tracking Approach
  • 12. Visualization of Dose Distributions for Photon Beam Radiation Therapy During Treatment
  • Part 6. Computerized Prediction of Treatment Outcomes
  • 14. Computerized Prediction of Treatment Outcomes and Radiomics Analysis.

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