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Biomedical computing for breast cancer detection and diagnosis / Wellington Pinheiro dos Santos, Washington Wagner Azevedo da Silva, Maira Araujo de Santana. — 1 online resource. — (Premier reference source). — <URL:http://elib.fa.ru/ebsco/2548739.pdf>.Record create date: 12/6/2019 Subject: Diagnostic imaging — Data processing.; Breast — Cancer — Diagnosis.; Diagnosis — Data processing.; Breast Neoplasms — diagnosis; Diagnosis, Computer-Assisted; Imagerie pour le diagnostic — Informatique.; Diagnostics — Informatique.; Breast — Cancer — Diagnosis.; Diagnostic imaging — Data processing. Collections: EBSCO Allowed Actions: –
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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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Table of Contents
- 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
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