Histopathological image analysis in medical decision making
Başlık:
Histopathological image analysis in medical decision making
ISBN:
9781522563174
Yayın Bilgileri:
Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : IGI Global, [2019]
Fiziksel Tanımlama:
20 PDFs (xx, 340 pages)
Contents:
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: identification of pre-cancerous state -- Chapter 5. Multi-criteria decision-making techniques for histopathological image classification -- Chapter 6. Histopathological image analysis in medical decision making: classification of histopathological images based on deep learning model -- 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.
Abstract:
"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.
Elektronik Erişim:
Full Text Available From IGI Global 2019 Packages
Dil:
English