Artificial Neural Networks in Biomedicine

ISBN: 978-1-85233-005-7 (Print) 978-1-4471-0487-2 (Online)

Table of contents (20 chapters)

  1. Front Matter

    Pages i-xiv

  2. Introduction

    1. No Access

      Book Chapter

      Pages 1-7

      Introduction

  3. Tutorial and Review

    1. Front Matter

      Pages 9-10

    2. No Access

      Book Chapter

      Pages 11-23

      The Bayesian Paradigm: Second Generation Neural Computing

    3. No Access

      Book Chapter

      Pages 25-37

      The Role of the Artificial Neural Network in the Characterisation of Complex Systems and the Prediction of Disease

    4. No Access

      Book Chapter

      Pages 39-48

      Genetic Evolution of Neural Network Architectures

  4. Computer Aided Diagnosis

    1. Front Matter

      Pages 49-50

    2. No Access

      Book Chapter

      Pages 51-67

      The Application of PAPNET to Diagnostic Cytology

    3. No Access

      Book Chapter

      Pages 69-79

      ProstAsure Index — A Serum-Based Neural Network-Derived Composite Index for Early Detection of Prostate Cancer

    4. No Access

      Book Chapter

      Pages 81-91

      Neurometric Assessment of Adequacy of Intraoperative Anaesthetic

    5. No Access

      Book Chapter

      Pages 93-104

      Classifying Spinal Measurements Using a Radial Basis Function Network

    6. No Access

      Book Chapter

      Pages 105-115

      Georgia: An Overview

    7. No Access

      Book Chapter

      Pages 117-128

      Patient Monitoring Using an Artificial Neural Network

    8. No Access

      Book Chapter

      Pages 129-140

      Benchmark of Approaches to Sequential Diagnosis

    9. No Access

      Book Chapter

      Pages 141-150

      Application Of Neural Networks in the Diagnosis of Pathological Speech

  5. Signal Processing

    1. Front Matter

      Pages 151-152

    2. No Access

      Book Chapter

      Pages 153-168

      Independent Components Analysis

    3. No Access

      Book Chapter

      Pages 169-180

      Rest EEG Hidden Dynamics as a Discriminant for Brain Tumour Classification

    4. No Access

      Book Chapter

      Pages 181-193

      Artificial Neural Network Control on Functional Electrical Stimulation Assisted Gait for Persons with Spinal Cord Injury

    5. No Access

      Book Chapter

      Pages 195-210

      The Application of Neural Networks to Interpret Evoked Potential Waveforms

  6. Image Processing

    1. Front Matter

      Pages 211-212

    2. No Access

      Book Chapter

      Pages 213-231

      Intelligent Decision Support Systems in the Cytodiagnosis of Breast Carcinoma

    3. No Access

      Book Chapter

      Pages 233-247

      A Neural-Based System for the Automatic Classification and Follow-Up of Diabetic Retinopathies

    4. No Access

      Book Chapter

      Pages 249-265

      Classification of Chromosomes: A Comparative Study of Neural Network and Statistical Approaches

    5. No Access

      Book Chapter

      Pages 267-282

      The Importance of Features and Primitives for Multi-dimensional/Multi-channel Image Processing

  7. Back Matter

    Pages 283-287