The Resource Artificial Neural Networks in Biomedicine, edited by Paulo J.G. Lisboa, Emmanuel C. Ifeachor, Piotr S. Szczepaniak, (electronic resource)

Artificial Neural Networks in Biomedicine, edited by Paulo J.G. Lisboa, Emmanuel C. Ifeachor, Piotr S. Szczepaniak, (electronic resource)

Label
Artificial Neural Networks in Biomedicine
Title
Artificial Neural Networks in Biomedicine
Statement of responsibility
edited by Paulo J.G. Lisboa, Emmanuel C. Ifeachor, Piotr S. Szczepaniak
Creator
Contributor
Subject
Genre
Language
eng
Summary
This volume provides a state-of-the-art survey of artificial neural network applications in biomedical diagnosis, laboratory data analysis and related practical areas. It looks at biomedical applications which involve customising neural network technology to resolve specific difficulties with data processing, and deals with applications relating to particular aspects of clinical practice and laboratory or medically-related analysis. Each chapter is self-contained with regard to the technology used, covering important technical points and implementation issues like the design of user interfaces and hardware/software platforms. Artificial Neural Networks in Biomedicine will be of interest to computer scientists and neural network practitioners who want to extend their knowledge of issues relevant to biomedical applications, developers of clinical computer systems, and medical researchers looking for new methods and computational tools
Member of
Cataloging source
I9W
http://library.link/vocab/creatorName
Lisboa, Paulo J. G
Dewey number
006.3
Index
no index present
LC call number
Q334-342
Literary form
non fiction
Nature of contents
encyclopedias
http://library.link/vocab/relatedWorkOrContributorName
  • Ifeachor, Emmanuel C
  • Szczepaniak, Piotr S
Series statement
Perspectives in Neural Computing, 1431-6854
http://library.link/vocab/subjectName
  • Computer science
  • Medical records
  • Artificial intelligence
  • Artificial intelligence
  • Computer science
  • Medical records
Label
Artificial Neural Networks in Biomedicine, edited by Paulo J.G. Lisboa, Emmanuel C. Ifeachor, Piotr S. Szczepaniak, (electronic resource)
Link
http://dx.doi.org/10.1007/978-1-4471-0487-2
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Tutorials: The Bayesian Paradigm: Second Generation Neural Computing -- The Role of the Artificial Neural Network in the Characterisation of Complex System and the Prediction of Disease -- Genetic Evolution of Neural Network Architectures -- Computer-Aided Diagnosis: The Application of PAPNET to Diagnostic Cytology -- ProstAsure Index - a Serum-Based Composite Diagnostic Index for Early Detection of Prostate Cancer -- Neurometric Assessment of Adequacy of Intraoperative Anaesthetic -- Tumour Identification from Nuclear Magnetic Resonance Spectra -- Classifying Spinal Measurements Using a Radial Basis Function Network -- GEORGIA: An Overview of a Neural Network System for the Diagnosis of Lung Conditions -- Patient Monitoring Using an Artificial Neural Network -- Benchmark of Approaches to Sequential Diagnosis -- Signal Processing: Independent Components Analysis -- Rest EEG Hidden Dynamic as a Discriminant for Brain Tumour Classification -- Artificial Neural Network Control on Functional Electrical Stimulation (FES) -- Assisted Gait for Persons with Spinal Cord Injury -- The Application of Neural Networks to Interpret Evoked Potential Waveforms. Image Processing: Intelligent Decision Support Systems for the Cytodiagnosis of Breast Carcinoma -- A Neural-Based System for the Automatic Classification and Follow-Up of Diabetic Retinopathies -- Review of Neural Networks for Automated Image Analysis in Cytogenics -- The Relevance of Features and Primitives and Representation Structures for Multichannel Image Processing -- Application of Neural Networks in the Diagnosis of Pathological Speech -- Conclusion
Dimensions
unknown
Extent
1 online resource (XIV, 290 pages).
Form of item
online
Isbn
9781447104872
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Specific material designation
remote
System control number
  • (OCoLC)840277077
  • (OCoLC)ocn840277077
Label
Artificial Neural Networks in Biomedicine, edited by Paulo J.G. Lisboa, Emmanuel C. Ifeachor, Piotr S. Szczepaniak, (electronic resource)
Link
http://dx.doi.org/10.1007/978-1-4471-0487-2
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Tutorials: The Bayesian Paradigm: Second Generation Neural Computing -- The Role of the Artificial Neural Network in the Characterisation of Complex System and the Prediction of Disease -- Genetic Evolution of Neural Network Architectures -- Computer-Aided Diagnosis: The Application of PAPNET to Diagnostic Cytology -- ProstAsure Index - a Serum-Based Composite Diagnostic Index for Early Detection of Prostate Cancer -- Neurometric Assessment of Adequacy of Intraoperative Anaesthetic -- Tumour Identification from Nuclear Magnetic Resonance Spectra -- Classifying Spinal Measurements Using a Radial Basis Function Network -- GEORGIA: An Overview of a Neural Network System for the Diagnosis of Lung Conditions -- Patient Monitoring Using an Artificial Neural Network -- Benchmark of Approaches to Sequential Diagnosis -- Signal Processing: Independent Components Analysis -- Rest EEG Hidden Dynamic as a Discriminant for Brain Tumour Classification -- Artificial Neural Network Control on Functional Electrical Stimulation (FES) -- Assisted Gait for Persons with Spinal Cord Injury -- The Application of Neural Networks to Interpret Evoked Potential Waveforms. Image Processing: Intelligent Decision Support Systems for the Cytodiagnosis of Breast Carcinoma -- A Neural-Based System for the Automatic Classification and Follow-Up of Diabetic Retinopathies -- Review of Neural Networks for Automated Image Analysis in Cytogenics -- The Relevance of Features and Primitives and Representation Structures for Multichannel Image Processing -- Application of Neural Networks in the Diagnosis of Pathological Speech -- Conclusion
Dimensions
unknown
Extent
1 online resource (XIV, 290 pages).
Form of item
online
Isbn
9781447104872
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Specific material designation
remote
System control number
  • (OCoLC)840277077
  • (OCoLC)ocn840277077

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