Details
| Title | Histopathological image analysis in medical decision making |
|---|---|
| Other creators | Dey Nilanjan ; Ashour Amira ; Kalia Harihar ; Goswami R. T., ; Das Himansu |
| Collection | Электронные книги зарубежных издательств ; Общая коллекция |
| Subjects | Diagnostic imaging. ; Pattern recognition systems. ; Histology — Technique. ; Histological Techniques ; Image Processing, Computer-Assisted ; Clinical Decision-Making ; Pattern Recognition, Automated ; Diagnostic Imaging ; Imagerie pour le diagnostic. ; Reconnaissance des formes (Informatique) ; Histologie — Technique. ; HEALTH & FITNESS / Diseases / General ; MEDICAL / Clinical Medicine ; MEDICAL / Diseases ; MEDICAL / Evidence-Based Medicine ; MEDICAL / Internal Medicine ; EBSCO eBooks |
| Document type | Other |
| File type | |
| Language | English |
| Rights | Доступ по паролю из сети Интернет (чтение, печать, копирование) |
| Record key | on1050360860 |
| Record create date | 8/31/2018 |
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"This book addresses the major techniques of segmentation, features extraction and classification, and pattern recognition for the histopathological images as well as their use to support computer-aided systems. It also introduces the analysis of the histopathological images using artificial neural network and other machine learning techniques"--Provided by publisher.
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| ILC SPbPU Local Network | All |
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| Internet | Authorized users SPbPU |
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- Title Page
- Copyright Page
- Book Series
- Table of Contents
- Detailed Table of Contents
- Preface
- Acknowledgment
- Chapter 1: A Study on Segmentation of Leukocyte Image With Shannon's Entropy
- Chapter 2: Microscopic Image Processing for the Analysis of Nosema Disease
- Chapter 3: Medical Image Lossy Compression With LSTM Networks
- Chapter 4: Digital Image Analysis for Early Diagnosis of Cancer
- Chapter 5: Multi-Criteria Decision-Making Techniques for Histopathological Image Classification
- Chapter 6: Histopathological Image Analysis in Medical Decision Making
- Chapter 7: A Novel Approach of K-SVD-Based Algorithm for Image Denoising
- Chapter 8: Analysis of Medical Images Using Fractal Geometry
- Chapter 9: Analysis of Color Image Encryption Using Multidimensional Bogdanov Map
- Chapter 10: Automatic Computerized Diagnostic Tool for Down Syndrome Detection in Fetus
- Chapter 11: Adaptive Prediction Methods for Medical Image/Video compression for Telemedicine Application
- Chapter 12: HE Stain Image Segmentation Using an Innovative Type-2 Fuzzy Set-Based Approach
- Compilation of References
- About the Contributors
- Index
