Application of advanced optimization techniques for healthcare analytics. (2023)

• Record Type: Book
• Further Information: Note: Mohamed Abdel-Basset, Ripon Kumar Chakrabortty, Reda Ramadan.
• Authors: Abdel-Basset, Mohamed, 1985-; Chakrabortty, Ripon K (Ripon Kumar); Ramadan, Reda Mohamed
• Contents: 1. Advanced Optimization Techniques (Introduction) 2. Metaheuristic Algorithms for Healthcare: Open Issues and Challenges 3. Metaheuristic-Based Augmented Multilayer Perceptrons for Cancer and Heart Disease Predictions 4. The Role of Metaheuristics in Multilevel Thresholding Image Segmentation 5. Role of Advanced Metaheuristics for DNA Fragment Assembly Problem. 6. Contribution of Metaheuristic Approaches for Feature Selection Techniques 7. Advanced Metaheuristics for Task Scheduling in Healthcare IoT 8. Metaheuristics for Augmenting Machine Learning Models to Process Healthcare Data 9. Deep Learning Models to Process Healthcare Data: Introduction 10. Metaheuristics to Augment DL Models Applied for Healthcare System 11. Intrusion Detection System for Healthcare System Using Deep Learning and Metaheuristics.
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2023
• Extent: 1 online resource (256 pages), illustrations (black and white, and colour)
• Subjects: 362.10285; Medical informatics; Hospitals -- Administration -- Data processing; Computer algorithms
• Languages: English
• ISBNs: 9781000852837; 9781000852813
• Related ISBNs: 9781032348810
• Notes: Note: Description based on CIP data; resource not viewed.
• 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.