Application of Advanced Optimization Techniques for Healthcare Analytics

Application of Advanced Optimization Techniques for Healthcare Analytics

Abdel-Basset, Mohamed; Chakrabortty, Ripon K.; Mohamed, Reda

Taylor & Francis Ltd

12/2024

226

Mole

9781032351582

Pré-lançamento - envio 15 a 20 dias após a sua edição

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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.
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Medical Imaging;Biomedical Signal Processing;DNA Microarray Data Analysis;MHAs;GWO;Differential Evolution Algorithm;DNN Model;Average Fitness Values;Dl Model;Fog Computing;Chest X-ray Images;Fs Problem;DNN;Image Segmentation Problem;Fitness Values;Average MSE;Performance Metrics;Ml Algorithm;GWO Algorithm;UCI Repository;TLBO;Task Scheduling Problem;QPSO;SPECT;Unsupervised Machine Learning;Dl Technique;MLP Model;UCI Machine Learning Repository