Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes, 1st Edition

  • Wahiba Ben Abdessalem Karâa
  • Nilanjan Dey
  • Published By:
  • ISBN-10: 1466688122
  • ISBN-13: 9781466688124
  • DDC: 616.07
  • Grade Level Range: College Freshman - College Senior
  • 414 Pages | eBook
  • Original Copyright 2016 | Published/Released June 2016
  • This publication's content originally published in print form: 2016

  • Price:  Sign in for price

About

Overview

This title addresses major techniques regarding image processing as a tool for disease identification and diagnosis, as well as treatment recommendation. Highlighting current research intended to advance the medical field, this resource is essential for use by researchers, advanced-level students, academicians, medical professionals, and technology developers.

Table of Contents

Front Cover.
Title Page.
Copyright Page.
Advances in Bioinformatics and Biomedical Engineering (ABBE) Book Series.
Editorial Advisory Board.
Table of Contents.
Detailed Table of Contents.
Preface.
Acknowledgment.
Introduction to Biomedical Image Mining.
1: Biomedical Image Processing Overview.
Biomedical Image Processing.
2: Application of Genetic Algorithm in Denoising MRI Images Clouded with Rician Noise.
3: A Review on Brain Imaging Techniques for BCI Applications.
4: iCellFusion: Tool for Fusion and Analysis of Live-Cell Images from Time-Lapse Multimodal Microscopy.
5: A Simple Non-Invasive Automated Heart Rate Monitoring System Using Facial Images.
6: Compressed Sensing and Its Application in CT and EEG.
7: Visual Perception from Object Scanning as Revealed by Electrooculography.
8: Mining of Medical Trends Using Social Networks.
Information Retrieval in Biomedical Images.
9: Medical Image Mining Using Fuzzy Connectedness Image Segmentation: Efficient Retrieval of Patients’ Stored Images.
10: Classification Approach for Breast Cancer Detection Using Back Propagation Neural Network: A Study.
11: Multimodal Indexing and Information Retrieval in Medical Image Mammographies: Digital Learning Based on Gabor Filters Model.
12: Data Mining-Based CBIR System.
13: Computational Intelligence-Based Cell Nuclei Segmentation from Pap Smear Images.
Prediction and Simulation in Biomedical Image Mining.
14: Molecular Dynamics Simulations for Biological Systems.
15: Prediction and Detection of Epileptic Seizure.
16: Electromyography-Based Functional Electrical Stimulation (FES) in Rehabilitation.
Compilation of References.
About the Contributors.
Index.
Front Cover.
Title Page.
Copyright Page.
Advances in Bioinformatics and Biomedical Engineering (ABBE) Book Series.
Editorial Advisory Board.
Table of Contents.
Detailed Table of Contents.
Preface.
Acknowledgment.
Introduction to Biomedical Image Mining.
1: Biomedical Image Processing Overview.
Biomedical Image Processing.
2: Application of Genetic Algorithm in Denoising MRI Images Clouded with Rician Noise.
3: A Review on Brain Imaging Techniques for BCI Applications.
4: iCellFusion: Tool for Fusion and Analysis of Live-Cell Images from Time-Lapse Multimodal Microscopy.
5: A Simple Non-Invasive Automated Heart Rate Monitoring System Using Facial Images.
6: Compressed Sensing and Its Application in CT and EEG.
7: Visual Perception from Object Scanning as Revealed by Electrooculography.
8: Mining of Medical Trends Using Social Networks.
Information Retrieval in Biomedical Images.
9: Medical Image Mining Using Fuzzy Connectedness Image Segmentation: Efficient Retrieval of Patients’ Stored Images.
10: Classification Approach for Breast Cancer Detection Using Back Propagation Neural Network: A Study.
11: Multimodal Indexing and Information Retrieval in Medical Image Mammographies: Digital Learning Based on Gabor Filters Model.
12: Data Mining-Based CBIR System.
13: Computational Intelligence-Based Cell Nuclei Segmentation from Pap Smear Images.
Prediction and Simulation in Biomedical Image Mining.
14: Molecular Dynamics Simulations for Biological Systems.
15: Prediction and Detection of Epileptic Seizure.
16: Electromyography-Based Functional Electrical Stimulation (FES) in Rehabilitation.
Compilation of References.
About the Contributors.
Index.