Li / Nishikawa Computer-Aided Detection and Diagnosis in Medical Imaging

Erscheinungsjahr 2015
ISBN: 978-1-4398-7177-5
Verlag: Taylor & Francis
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 454 Seiten

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 function.

Zielgruppe

Scientists, physicians, developers, and technicians working with CAD systems; graduate students in medical imaging and related areas.

Autoren/Hrsg.

Li, Qiang

Nishikawa, Robert M.

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizinische Fachgebiete Bildgebende Verfahren, Nuklearmedizin, Strahlentherapie Radiologie, Bildgebende Verfahren

Inhaltsverzeichnis

Computer-Aided Detection and Diagnosis in Breast Imaging
Detection and Diagnosis of Breast Mass in Mammography
Detection and Diagnosis of Micro-Calcification in Mammography
Detection and Diagnosis of Breast Mass in Digital Tomosynthesis
Assessment of Risk for Breast Cancer
Knowledge-Based CAD System for Breast Cancer
Multimodality CAD System for Breast Cancer

Computer-Aided Detection and Diagnosis in Chest Imaging
Detection and Diagnosis of Lung Nodule in Chest Radiography
Detection and Diagnosis of Lung Nodule in Thoracic CT
Detection and Diagnosis of Interstitial Lung Disease
Measurement of Change in Size of Lung Nodule
Public Lung Image Database

Computer-Aided Detection and Diagnosis in CT Colonography
Detection of Polyp in CT Colonography
Navigation-Based Method for Detection of Polyp
Electronic Cleansing for Detection of Polyp

Emerging Computer-Aided Detection and Diagnosis
Detection and Characterization of Brain Tumor
Detection of Cerebrovascular Diseases
Detection of Pulmonary Embolism
Detection of Eye Diseases
Detection of Bone Metastasis in Bone Scan
Analysis of Bone Diseases
Analysis of Lung Function

Clinical Utility of Computer-Aided Detection and Diagnosis
Clinical Utility of CAD Systems for Breast Cancer
Clinical Utility of CAD Systems for Lung Cancer

Future Perspectives