Details
| Title | Biomedical computing for breast cancer detection and diagnosis |
|---|---|
| Other creators | Santos Wellington Pinheiro dos ; Silva Washington Wagner Azevedo da ; Santana Maira Araujo de |
| Collection | Электронные книги зарубежных издательств ; Общая коллекция |
| Subjects | Diagnostic imaging — Data processing. ; Breast — Cancer — Diagnosis. ; Diagnosis — Data processing. ; Breast Neoplasms — diagnosis ; Diagnosis, Computer-Assisted ; Imagerie pour le diagnostic — Informatique. ; Diagnostics — Informatique. ; EBSCO eBooks |
| Document type | Other |
| Language | English |
| Rights | Доступ по паролю из сети Интернет (чтение, печать, копирование) |
| Record key | on1130379399 |
| Record create date | 12/6/2019 |
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"This book presents a review of the physiology and anatomy of the breast; the dynamics of breast cancer; principles of pattern recognition, artificial neural networks, and computer graphics; and the breast imaging techniques and computational methods to support and optimize the diagnosis"--.
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| ILC SPbPU Local Network | All |
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| Internet | Authorized users SPbPU |
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| Internet | Anonymous |
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- Cover
- Title Page
- Copyright Page
- Book Series
- Editorial Advisory Board
- Table of Contents
- Detailed Table of Contents
- Foreword
- Preface
- Acknowledgment
- Chapter 1: Prototype of a Low-Cost Impedance Tomography Based on the Open-Hardware Paradigm
- Chapter 2: Using Extreme Learning Machines and the Backprojection Algorithm as an Alternative to Reconstruct Electrical Impedance Tomography Images
- Chapter 3: Classification of Breast Lesions in Frontal Thermographic Images Using a Diagnosis Aid Intelligent System
- Chapter 4: Feature Selection Based on Dialectical Optimization Algorithm for Breast Lesion Classification in Thermographic Images
- Chapter 5: Computer Techniques for Detection of Breast Cancer and Follow Up Neoadjuvant Treatment
- Chapter 6: Breast Cancer Diagnosis With Mammography
- Chapter 7: The Evolution of New Trends in Breast Thermography
- Chapter 8: Thermography in Biomedicine
- Chapter 9: Imaging Techniques for Breast Cancer Diagnosis
- Chapter 10: Applications of the Use of Infrared Breast Images
- Chapter 11: Developing and Using Computational Frameworks to Conduct Numerical Analysis and Calculate Temperature Profiles and to Classify Breast Abnormalities
- Chapter 12: Applications of the Use of Infrared Breast Images
- Chapter 13: The Efforts of Deep Learning Approaches for Breast Cancer Detection Based on X-Ray Images
- Compilation of References
- About the Contributors
- Index
