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
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
Following the intense research activIties of the last decade, artificial neural networks have emerged as one of the most promising new technologies for improving the quality of healthcare. Many successful applications of neural networks to biomedical problems have been reported which demonstrate, convincingly, the distinct benefits of neural networks, although many ofthese have only undergone a limited clinical evaluation. Healthcare providers and developers alike have discovered that medicine and healthcare are fertile areas for neural networks: the problems here require expertise and often involve non-trivial pattern recognition tasks - there are genuine difficulties with conventional methods, and data can be plentiful. The intense research activities in medical neural networks, and allied areas of artificial intelligence, have led to a substantial body of knowledge and the introduction of some neural systems into clinical practice. An aim of this book is to provide a coherent framework for some of the most experienced users and developers of medical neural networks in the world to share their knowledge and expertise with readers
Member of
Dewey number
610/.285/632
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • XU1EU2nXImY
  • CE3mfQaKl6o
  • aqMX4XYOAxY
Image bit depth
0
Language note
English
LC call number
Q334-342
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Lisboa, Paulo J. G.
  • Ifeachor, Emmanuel C.
  • Szczepaniak, Piotr S.
Series statement
Perspectives in Neural Computing,
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Medical records
  • Statistical physics
  • Artificial Intelligence
  • Health Informatics
  • Complex Systems
  • Statistical Physics and Dynamical Systems
Label
Artificial Neural Networks in Biomedicine, edited by Paulo J. G. Lisboa, Emmanuel C. Ifeachor, Piotr S. Szczepaniak, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
Tutorial and Review -- 1 The Bayesian Paradigm: Second Generation Neural Computing -- 2 The Role of the Artificial Neural Network in the Characterisation of Complex Systems and the Prediction of Disease -- 3 Genetic Evolution of Neural Network Architectures -- Computer Aided Diagnosis -- 4 The Application of PAPNET to Diagnostic Cytology -- 5 ProstAsure Index — A Serum-Based Neural Network-Derived Composite Index for Early Detection of Prostate Cancer -- 6 Neurometric Assessment of Adequacy of Intraoperative Anaesthetic -- 7 Classifying Spinal Measurements Using a Radial Basis Function Network -- 8 GEORGIA: An Overview -- 9 Patient Monitoring Using an Artificial Neural Network -- 10 Benchmark of Approaches to Sequential Diagnosis -- 11 Application of Neural Networks in the Diagnosis of Pathological Speech -- Signal Processing -- 12 Independent Components Analysis -- 13 Rest EEG Hidden Dynamics as a Discriminant for Brain Tumour Classification -- 14 Artifical Neural Network Control on Functional Electrical Stimulation Assisted Gait for Persons with Spinal Cord Injury -- 15 The Application of Neural Networks to Interpret Evoked Potential Waveforms -- Image Processing -- 16 Intelligent Decision Support Systems in the Cytodiagnosis of Breast Carcinoma -- 17 A Neural-Based System for the Automatic Classificaton and Follow-Up of Diabetic Retinopathies -- 18 Classification of Chromosomes: A Comparative Study of Neural Network and Statistical Approaches -- 19 The Importance of Features and Primitives for Multi-dimensional/Multi-channel Image Processing
Dimensions
unknown
Extent
1 online resource (XIV, 288 p. 30 illus.)
File format
multiple file formats
Form of item
online
Isbn
9781447104872
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4471-0487-2
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000088168
  • (SSID)ssj0000805194
  • (PQKBManifestationID)11524318
  • (PQKBTitleCode)TC0000805194
  • (PQKBWorkID)10823195
  • (PQKB)10746737
  • (DE-He213)978-1-4471-0487-2
  • (MiAaPQ)EBC3074474
  • (EXLCZ)993400000000088168
Label
Artificial Neural Networks in Biomedicine, edited by Paulo J. G. Lisboa, Emmanuel C. Ifeachor, Piotr S. Szczepaniak, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
Tutorial and Review -- 1 The Bayesian Paradigm: Second Generation Neural Computing -- 2 The Role of the Artificial Neural Network in the Characterisation of Complex Systems and the Prediction of Disease -- 3 Genetic Evolution of Neural Network Architectures -- Computer Aided Diagnosis -- 4 The Application of PAPNET to Diagnostic Cytology -- 5 ProstAsure Index — A Serum-Based Neural Network-Derived Composite Index for Early Detection of Prostate Cancer -- 6 Neurometric Assessment of Adequacy of Intraoperative Anaesthetic -- 7 Classifying Spinal Measurements Using a Radial Basis Function Network -- 8 GEORGIA: An Overview -- 9 Patient Monitoring Using an Artificial Neural Network -- 10 Benchmark of Approaches to Sequential Diagnosis -- 11 Application of Neural Networks in the Diagnosis of Pathological Speech -- Signal Processing -- 12 Independent Components Analysis -- 13 Rest EEG Hidden Dynamics as a Discriminant for Brain Tumour Classification -- 14 Artifical Neural Network Control on Functional Electrical Stimulation Assisted Gait for Persons with Spinal Cord Injury -- 15 The Application of Neural Networks to Interpret Evoked Potential Waveforms -- Image Processing -- 16 Intelligent Decision Support Systems in the Cytodiagnosis of Breast Carcinoma -- 17 A Neural-Based System for the Automatic Classificaton and Follow-Up of Diabetic Retinopathies -- 18 Classification of Chromosomes: A Comparative Study of Neural Network and Statistical Approaches -- 19 The Importance of Features and Primitives for Multi-dimensional/Multi-channel Image Processing
Dimensions
unknown
Extent
1 online resource (XIV, 288 p. 30 illus.)
File format
multiple file formats
Form of item
online
Isbn
9781447104872
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4471-0487-2
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000088168
  • (SSID)ssj0000805194
  • (PQKBManifestationID)11524318
  • (PQKBTitleCode)TC0000805194
  • (PQKBWorkID)10823195
  • (PQKB)10746737
  • (DE-He213)978-1-4471-0487-2
  • (MiAaPQ)EBC3074474
  • (EXLCZ)993400000000088168

Library Locations

  • Architecture LibraryBorrow it
    Gould Hall 830 Van Vleet Oval Rm. 105, Norman, OK, 73019, US
    35.205706 -97.445050
  • Bizzell Memorial LibraryBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Boorstin CollectionBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Chinese Literature Translation ArchiveBorrow it
    401 W. Brooks St., RM 414, Norman, OK, 73019, US
    35.207487 -97.447906
  • Engineering LibraryBorrow it
    Felgar Hall 865 Asp Avenue, Rm. 222, Norman, OK, 73019, US
    35.205706 -97.445050
  • Fine Arts LibraryBorrow it
    Catlett Music Center 500 West Boyd Street, Rm. 20, Norman, OK, 73019, US
    35.210371 -97.448244
  • Harry W. Bass Business History CollectionBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • History of Science CollectionsBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • John and Mary Nichols Rare Books and Special CollectionsBorrow it
    401 W. Brooks St., Rm. 509NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • Library Service CenterBorrow it
    2601 Technology Place, Norman, OK, 73019, US
    35.185561 -97.398361
  • Price College Digital LibraryBorrow it
    Adams Hall 102 307 West Brooks St., Norman, OK, 73019, US
    35.210371 -97.448244
  • Western History CollectionsBorrow it
    Monnet Hall 630 Parrington Oval, Rm. 300, Norman, OK, 73019, US
    35.209584 -97.445414
Processing Feedback ...