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Computer-aided detection and diagnosis in medical imaging

Author: Qiang Li; Robert Mark Nishikawa
Publisher: Boca Raton : CRC Press, Taylor & Francis Group, [2015] ©2015
Series: Imaging in medical diagnosis and therapy.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
Covering technical advancements and clinical applications, this book presents the first comprehensive overview of computer-aided detection (CAD) and diagnosis systems in breast, chest, and abdominal imaging. Each chapter gives an introduction to the topic, relevant methodological approaches, a summary of results and performance, and key challenges and opportunities. The book explores the latest advances and emerging  Read more...
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Document Type: Book
All Authors / Contributors: Qiang Li; Robert Mark Nishikawa
ISBN: 9781439871768 1439871760
OCLC Number: 746838187
Description: xix, 425 pages : illustrations ; 29 cm.
Contents: Front Cover; Contents; Series Preface; Preface; Editors; Contributors; Chapter 1: Historical Overview; Chapter 2: Detection and Diagnosis of Breast Masses in Mammography; Chapter 3: Detection and Diagnosis of Microcalcifications in Mammography; Chapter 4: Detection and Diagnosis of Breast Mass in Digital Tomosynthesis; Chapter 5: Assessment of Breast Density; Chapter 6: Case-Based CAD Systems in Breast Imaging; Chapter 7: Multimodality CAD Systems for Breast Cancer; Chapter 8: Detection of Lung Nodules in Chest Radiography; Chapter 9: Detection and Diagnosis of Lung Nodules in Thoracic CT. Chapter 10: Detection and Diagnosis of Interstitial Lung DiseaseChapter 11: Measurement of Change in Size of Lung Nodules; Chapter 12: Public Lung Image Databases*; Chapter 13: Detection and Diagnosis of Colonic Polyp in CT Colonography; Chapter 14: Detection and Characterization of Brain Tumor; Chapter 15: Detection of Cerebrovascular Diseases; Chapter 16: Detection of Pulmonary Embolism; Chapter 17: Detection of Eye Diseases; Chapter 18: Detection and Diagnosis of Prostate Cancer in MR; Chapter 19: Detection of Bone Metastasis in Bone Scan; Chapter 20: Integration of CAD and PACS. Chapter 21: Methodologies for the Assessment of CAD SystemsChapter 22: Clinical Utility of CAD Systems for Breast Cancer; Chapter 23: Clinical Utility of CADe for Screening Mammography : A European Perspective; Chapter 24: Clinical Utility of CAD Systems for Lung Cancer; Chapter 25: Clinical Utility of CADe Systems for Colon Cancer; Chapter 26: Future Perspectives : CAD to Quantitative Image Biomarkers, Phenotypes, and Imaging Genomics; Back Cover.
Series Title: Imaging in medical diagnosis and therapy.
Responsibility: edited by Qiang Li, Robert M. Nishikawa.

Abstract:

Covering technical advancements and clinical applications, this book presents the first comprehensive overview of computer-aided detection (CAD) and diagnosis systems in breast, chest, and abdominal imaging. Each chapter gives an introduction to the topic, relevant methodological approaches, a summary of results and performance, and key challenges and opportunities. The book explores the latest advances and emerging areas of medical applications, including detection and characterization of brain tumors, cerebrovascular diseases, pulmonary embolism, eye diseases, bone metastasis, and lung funct.

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