Artificial Neural Networks in Medicine and Biology Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000
This book contains the proceedings of the conference ANNIMAB-l, held 13-16 May 2000 in Goteborg, Sweden. The conference was organized by the Society for Artificial Neural Networks in Medicine and Biology (ANNIMAB-S), which was established to promote research within a new and genuinely cross-discipli...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
London
Springer London
2000, 2000
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| Edition: | 1st ed. 2000 |
| Series: | Perspectives in Neural Computing
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| Subjects: | |
| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- Identifying Discriminant Features in the Histopathology Diagnosis of Inflammatory Bowel Disease Using a Novel Variant of the Growing Cell Structure Network Technique
- Classifying Pigmented Skin Lesions with Machine Learning Methods
- An Assessment System of Dementia of Alzheimer Type Using Artificial Neural Networks
- A New Artificial Neural Network Method for the Interpretation of ECGs
- Use of a Kohonen Neural Network to Characterize Respiratory Patients for Medical Intervention
- Determination of Microalbuminuria and Increased Urine Albumin Excretion by Immunoturbidimetric Assay and Neural Networks
- Artificial Neural Networks to Predict Postoperative Nausea and Vomiting
- Acute Myocardial Infarction: Analysis of the ECG Using Artificial Neural Networks
- Bayesian Neural Networks Used to Find Adverse Drug Combinations and Drug Related Syndromes
- Monitoring of Physiological Parameters of Patients and Therapists During Psychotherapy Sessions Using Self-Organizing Maps
- Applications of Optimizing Neural Networks in Medical Image Registration
- A Learning by Sample Approach for the Detection of Features in Medical Images
- Neural Network Based Classification of Cell Images via Estimation of Fractal Dimensions
- Signal Processing in Medicine
- Mutual Control Neural Networks for Sleep Arousal Detection
- Extraction of Sleep-Spindles from the Electroencephalogram (EEG)
- Analyzing Brain Tumor Related EEG Signals with ICA Algorithms
- Isolating Seizure Activity in the EEG with Independent Component Analysis
- Seizure Detection with the Self-Organising Feature Map
- Graphical Analysis of Respiration in Postoperative Patients Using Self Organising Maps
- Clinical Diagnosis and Medical Decision Support
- Neural Network Predictions of Outcome from Posteroventral Pallidotomy
- SurvivalAnalysis: A Neural-Bayesian Approach
- Neural Network Model for Muscle Force Control Based on the Size Principle and Recurrent Inhibiton of Renshaw Cells
- Prediction of Photosensitizers Activity in Photodynamic Therapy Using Artificial Neural Networks: A 3D-QSAR Study
- Learning Methods and Hybrid Algorithms
- Case-Based Explanation for Artificial Neural Nets
- Double Growing Neural Gas for Disease Diagnosis
- The Use of a Knowledge Discovery Method for the Development of a Multi-Layer Perceptron Network that Classifies Low Back Pain Patients
- Kernel PCA Feature Extraction of Event-Related Potentials for Human Signal Detection Performance
- Particle Swarm Optimisation in Feedforward Neural Network
- Author Index
- Invited Presentations
- Protein ?-Sheet Partner Prediction by Neural Networks
- ART Neural Networks for Medical Data Analysis and Fast Distributed Learning
- Modelling Uncertainty in Biomedical Applications of Neural Networks
- Neural Computation in Medicine: Perspectives and Prospects
- Discriminating Gourmets, Lovers and Enophiles? Neural Nets Tell All About Locusts, Toads, and Roaches
- An Unsupervised Learning Method that Produces Organized Representations from Real Information
- On Forgetful Attractor Network Memories
- Outstanding Issues for Clinical Decision Support with Neural Networks
- Medical Image Analysis
- Cancerous Liver Tissue Differentiation Using LVQ
- Quantification of Diabetic Retinopathy Using Neural Networks and Sensitivity Analysis
- Internet Based Artificial Neural Networks for the Interpretation of Medical Images
- Segmentation of Magnetic Resonance Images According to Contrast Agent Uptake Kinetics Using a Competitive Neural Network
- Biomolecular Applications and Biological Modelling
- Neuronal Network Modelling of the Somatosensory Pathway and its Application to General Anaesthesia
- A Hybrid Classification Tree and Artificial Neural Network Model for Predicting the In Vitro Response of the Human Immunodeficiency Virus (HIV1) to Anti-Viral Drug Therapy
- Neural Unit Sensitive to Modulation
- On Methods for Combination of Results from Gene-Finding Programs for Improved Prediction Accuracy
- A Simulation Model for Activated Sludge Process Using Fuzzy Neural Network
- A General Method for Combining Predictors Tested on Protein Secondary Structure Prediction
- A Three-Neuron Model of Information Processing During Bayesian Foraging
- Sensorimotor Sequential Learning by a Neural Network Based onRedefined Hebbian Learning
- On Synaptic Plasticity: Modelling Molecular Kinases involved in Transmitter Release
- Self-Organizing Networks for Mapping and Clustering Biological Macromolecules Images