Computational Intelligence and Its Applications in Healthcare

ISBN-13: 9780128206041 / Angielski / Miękka / 2020 / 268 str.

Prashant Johri; Jitendra Kumar Verma; Sudip Paul

Spis treści

1. The impact of Internet of Things and data semantics on decision making for outpatient monitoring
2. Deep-learning approaches for health care: Patients in intensive care
3. Brain MRI image segmentation using nature-inspired Black Hole metaheuristic clustering approach
4. Blockchain for public health: Technology, applications, and a case study
5. Compression and multiplexing of medical images using optical image processing
6. Analysis of skin lesions using machine learning techniques
7. Computational intelligence using ontology-A case study on the knowledge representation in a clinical decision support system
8. Neural network-based abnormality detection for electrocardiogram time signals
9. Machine learning approaches for acetic acid test based uterine cervix image analysis
10. Convolutional neural network for biomedical applications
11. Alzheimer's disease classification using deep learning
12. Diabetic retinopathy identification using autoML
13. Knowledge-based systems in medical applications
14. Convolution neural network-based feature learning model for EEG-based driver alert/drowsy state detection
15. Analysis on the prediction of central line-associated bloodstream infections (CLABSI) using deep neural network classification