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Machine Learning in Bio-Signal Analysis and Dia, Borra, Shi, Ashour, Dey,#

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Item specifics

Condition
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
PublishedOn
2018-12-01
Title
Machine Learning in Bio-Signal Analysis and Diagnostic Imaging
ISBN
9780128160862
EAN
9780128160862
Publication Year
2018
Type
Textbook
Format
Paperback
Language
English
Publication Name
Machine Learning in Bio-Signal Analysis and Diagnostic Imaging
Item Height
235mm
Author
Surekha Borra, Fuqian Shi, Amira S. Ashour, Nilanjan Dey
Publisher
Elsevier Science Publishing Co INC International Concepts
Item Width
191mm
Subject
Engineering & Technology, Computer Science, Radiology
Item Weight
730g
Number of Pages
345 Pages

About this product

Product Information

Machine Learning in Bio-Signal Analysis and Diagnostic Imaging presents original research on the advanced analysis and classification techniques of biomedical signals and images that cover both supervised and unsupervised machine learning models, standards, algorithms, and their applications, along with the difficulties and challenges faced by healthcare professionals in analyzing biomedical signals and diagnostic images. These intelligent recommender systems are designed based on machine learning, soft computing, computer vision, artificial intelligence and data mining techniques. Classification and clustering techniques, such as PCA, SVM, techniques, Naive Bayes, Neural Network, Decision trees, and Association Rule Mining are among the approaches presented. The design of high accuracy decision support systems assists and eases the job of healthcare practitioners and suits a variety of applications. Integrating Machine Learning (ML) technology with human visual psychometrics helps to meet the demands of radiologists in improving the efficiency and quality of diagnosis in dealing with unique and complex diseases in real time by reducing human errors and allowing fast and rigorous analysis. The book's target audience includes professors and students in biomedical engineering and medical schools, researchers and engineers.

Product Identifiers

Publisher
Elsevier Science Publishing Co INC International Concepts
ISBN-13
9780128160862
eBay Product ID (ePID)
5046702742

Product Key Features

Author
Surekha Borra, Fuqian Shi, Amira S. Ashour, Nilanjan Dey
Publication Name
Machine Learning in Bio-Signal Analysis and Diagnostic Imaging
Format
Paperback
Language
English
Subject
Engineering & Technology, Computer Science, Radiology
Publication Year
2018
Type
Textbook
Number of Pages
345 Pages

Dimensions

Item Height
235mm
Item Width
191mm
Item Weight
730g

Additional Product Features

Country/Region of Manufacture
United States
Editor
Surekha Borra, Amira S. Ashour, Nilanjan Dey, Fuqian Shi

Item description from the seller

Business seller information

WRAP Ltd.
Mubin Ahmed
Unit 4
119 Loverock Road
Reading
Berkshire
RG30 1DZ
United Kingdom
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:liamEmoc.aidemtumahab@yabe
Value added tax number:
  • GB 724498118
Company registration number:
  • 03800600
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