Machine Learning in Bio-Signal Analysis and Diagnostic Imaging. ([2019])

• Record Type: Book
• Further Information: Note: Edited by Nilanjan Dey, Surekha Borra, Amira S. Ashour, Fuqian Shi.
• Editors: Dey, Nilanjan, 1984-; Borra, Surekha; Ashour, Amira, 1975-; Shi, Fuqian
• Contents: 1. Ontology-based Process for Unstructured Medical Report Mapping 2. A Computer-aided Diagnoses System for Detecting Multiple Ocular Diseases Using Color Retinal Fundus Images 3. A DEFS based System for Differential Diagnosis between Severe Fatty Liver and Cirrhotic Liver using Ultrasound Images 4. Infrared Thermography and Soft Computing for Diabetic Foot Assessment 5. Automated Classification of Hypertension and Coronary Artery Disease Patients by PNN, KNN and SVM Classifiers using HRV Analysis 6. Optimization of ROI Size for Development of Computer Assisted Framework for Breast Tissue Pattern Characterization using Digitized Screen Film Mammograms 7. Optimization of ANN architecture: A review on nature-inspired techniques 8. Ensemble Learning Approach to Motor-Imagery EEG Signal Classification 9. Medical Images Analysis Based on Multi-Label Classification Methods 10. Figure Search in Biomedical Domain: A Survey of Techniques and Challenges 11. Application of Machine Learning Algorithms for Classification and Security of Diagnostic Images 12. Robotics in Healthcare: An Internet of Medical Robotic Things (IoMRT) Perspective
• Publisher Details: London : Academic Press
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 616.0754; Diagnostic imaging -- Digital techniques; Diseases -- Reporting; Spectrum analysis; Machine learning; COMPUTERS / General; HEALTH & FITNESS / Diseases / General; MEDICAL / Clinical Medicine; MEDICAL / Diseases; MEDICAL / Evidence-Based Medicine; MEDICAL / Internal Medicine; Electronic books
• Languages: English
• ISBNs: 9780128160879
• Related ISBNs: 012816087X; 9780128160862
• Notes: Note: Includes bibliographic references and index.; Note: Vendor-supplied metadata.; Note: Online resource; title from PDF title page (EBSCO, viewed December 5, 2018).
• 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.