Intelligent data analysis for biomedical applications : challenges and solutions /: challenges and solutions. (2019)

• Record Type: Book
• Further Information: Note: Edited by Jude Hemanth, Deepak Gupta, Valentina Emilia Balas.
• Editors: Hemanth, D. Jude; Gupta, Deepak, active 2015-2016; Balas, Valentina Emilia
• Contents: 1. A Review on Intelligent Data Analysis System for an IoT-Based Capsule Endoscopy System; 2. Ant Colony optimization-based image texture segmentation in medical images; 3. A Feature Fusion Based Discriminant Learning Model for Diagnosis of Neuromuscular Disorders Using Single Channel Needle EMG Signal; 4. Evolution of Consciousness Systems with bacteria; 5. Analysis of transform-based compression techniques for MRI and CT images; 6. Liveness Assured Multimodal Biometrics using Electrocardiogram for Smart Health Applications; 7. Medical Image Retrieval System in PACS Environment for Clinical Decision Making; 8. A Neuro Fuzzy Inference Model for Diabetic Retinopathy Classification; 9. Predictive Analysis of breast cancer using machine learning techniques; 10. Right Ventricle Image Segmentation from MRI using optimization techniques; 11. Computational Automated System for Red Blood Cell Detection and Segmentation; 12. Fuzzy logic based approaches for gene regulatory network inference; 13. Evolutionary Algorithm with Memetic Search for Optic Disc Localization in Retinal Fundus Images; 14. A novel approach of targeting prognostics of Bruxism disorder using C4-P4 channel of EEG signal; 15. Physiotherapy and Rehabilitation Assessment System Using Bio-inspired Visual Cortex Computational Model; 16. Classification of Myocardial Ischemia in Contrast Enhancement Using Machine Learning; 17. Simple link sensor network based remote monitoring of multiple patients; 18. Prognosticating the risk of fibrosis progression in non-alcoholic fatty liver diseases; 19. Alzheimer Disease Detection from Structural MR Images using Fuzzy C-Means based Deep Belief Neural Network; 20. Optimal Control of Fractional Order HIV-Immune System Using Neural Network Approach; 21. Diagnosis of Ocular Disease using Optical Coherence Tomography Image; 22. Hybrid Approach for Classification of EEG Signals using T-F Images with Wavelets and Texture Features
• Publisher Details: London : Academic Press
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 005.7; Bioinformatics; Medical sciences -- Data processing; Data mining; Big data; COMPUTERS / Bioinformatics; Electronic books
• Languages: English
• ISBNs: 9780128156438; 0128156430; 9780128155530; 0128155531
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed March 25, 2019)
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.