Advances in Computerized Analysis in Clinical and Medical Imaging

ISBN-13: 9781138333291 / Angielski / Twarda / 2019 / 264 str.

J. Dinesh Peter; Steven Lawrence Fernandes; Carlos Eduardo Thomaz

Opis

This book provides an ideal reference to all the medical imaging researchers and professionals to explore their innovative methods and analysis on imaging technologies for better prospective of patient care.

Spis treści

1. A New Biomarker for Alzheimer’s Based on the Hippocampus Image Through the Evaluation of the Surface Charge Distribution 2. Independent Vector Analysis of Non-Negative Image Mixture Model for Clinical Image Separation 3. Rationalizing of Morphological Renal Parameters and eGFR for Chronic Kidney Disease Detection 4. Human Computer Interface for Neurodegenerative Patients Using Machine Learning Algorithms 5. Smart Mobility System for Physically Challenged People 6. DHS: The Cognitive Companion for Assisted Living of the Elderly 7. Raspberry Pi Based Cancer Cell Detection Using Segmentation Algorithm 8. An AAC Communication Device for Patients with Total Paralysis 9. Case Studies on Medical Diagnosis Using Soft Computing Techniques 10. Alzheimer’s Disease Classification Using Machine Learning Algorithms 11. Fetal Standard Plane Detection in Freehand Ultrasound Using Multi Layered Extreme Learning Machine 12. Earlier Prediction of Cardiovascular Disease Using IoT and Deep Learning Approaches 13. Analysis of Heart Disease Prediction Using Various Machine Learning Techniques 14. Computer-Aided Detection of Breast Cancer on Mammograms: Extreme Learning Machine Neural Network Approach 15. Deep Learning Segmentation Techniques for Checking the Anomalies of White Matter Hyperintensities in Alzheimer’s Patients 16. Investigations on Stabilization and Compression of Medical Videos 17. An Automated Hybrid Methodology Using Firefly Based Fuzzy Clustering for Demarcation of Tissue and Tumor Region in Magnetic Resonance Brain Images 18. A Risk Assessment Model for Alzheimer’s Disease Using Fuzzy Cognitive Map 19. Comparative Analysis of Texture Patterns for the Detection of Breast Cancer Using Mammogram Images 20. Analysis of Various Color Models for Endoscopic Images 21. Adaptive Fractal Image Coding Using Differential Scheme for Compressing Medical Images