Coverart for item
The Resource Machine Learning in Bio-Signal Analysis and Diagnostic Imaging, edited by Nilanjan Dey, Surekha Borra, Amira S. Ashour, Fuqian Shi

Machine Learning in Bio-Signal Analysis and Diagnostic Imaging, edited by Nilanjan Dey, Surekha Borra, Amira S. Ashour, Fuqian Shi

Label
Machine Learning in Bio-Signal Analysis and Diagnostic Imaging
Title
Machine Learning in Bio-Signal Analysis and Diagnostic Imaging
Statement of responsibility
edited by Nilanjan Dey, Surekha Borra, Amira S. Ashour, Fuqian Shi
Contributor
Editor
Subject
Language
eng
Summary
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
Cataloging source
N$T
Dewey number
616.0754
Index
index present
LC call number
RC78.7.D53
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1984-
  • 1975-
http://library.link/vocab/relatedWorkOrContributorName
  • Dey, Nilanjan
  • Borra, Surekha
  • Ashour, Amira
  • Shi, Fuqian
http://library.link/vocab/subjectName
  • Diagnostic imaging
  • Diseases
  • Spectrum analysis.
  • Machine learning.
  • Diagnostic Imaging
  • Spectrum Analysis
  • Machine Learning
Label
Machine Learning in Bio-Signal Analysis and Diagnostic Imaging, edited by Nilanjan Dey, Surekha Borra, Amira S. Ashour, Fuqian Shi
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Dimensions
unknown
Edition
First edition.
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9780128160879
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
Online access with subscription: Elsevier (Sciencedirect Freedom Collection)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
Label
Machine Learning in Bio-Signal Analysis and Diagnostic Imaging, edited by Nilanjan Dey, Surekha Borra, Amira S. Ashour, Fuqian Shi
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Dimensions
unknown
Edition
First edition.
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9780128160879
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
Online access with subscription: Elsevier (Sciencedirect Freedom Collection)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote

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