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020 _a9789811029455
_9978-981-10-2945-5
024 7 _a10.1007/978-981-10-2945-5
_2doi
035 _a(DE-He213)978-981-10-2945-5
050 4 _aRM845-862.5
072 7 _aMJCL1
_2bicssc
072 7 _aMED080000
_2bisacsh
082 0 4 _a615.842
_223
245 1 0 _aImage-Based Computer-Assisted Radiation Therapy
_h[electronic resource] /
_cedited by Hidetaka Arimura.
264 1 _aSingapore :
_bSpringer Singapore :
_bImprint: Springer,
_c2017.
300 _aX, 381 p. 185 illus., 118 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aPart 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.
520 _aThis 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 radiation therapy. In high-precision radiation therapies, novel approaches in image engineering including computer graphics, image processing, pattern recognition, and computational anatomy play important roles in improving the accuracy of radiation therapy and assisting decision making by radiation oncology professionals, such as radiation oncologists, radiation technologists, and medical physicists, in each phase of radiation therapy. All the topics presented in this book broaden understanding of the modern medical technologies and systems for image-based computer-assisted radiation therapy. Therefore this volume will greatly benefit not only radiation oncologists and radiologists but also radiation technologists, professors in medical physics or engineering, and engineers involved in the development of products to utilize this advanced therapy.
650 0 _aMedicine.
650 0 _aInterventional radiology.
650 0 _aRadiotherapy.
650 0 _aOncology.
650 1 4 _aMedicine & Public Health.
650 2 4 _aRadiotherapy.
650 2 4 _aInterventional radiology.
650 2 4 _aOncology.
700 1 _aArimura, Hidetaka.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9789811029431
856 4 0 _uhttp://dx.doi.org/10.1007/978-981-10-2945-5
912 _aZDB-2-SME
999 _c3780
_d3780