Medical Data Analysis and Processing using Explainable Artificial Intelligence
portes grátis
Medical Data Analysis and Processing using Explainable Artificial Intelligence
Jena, Om Prakash; Kose, Utku; Panda, utyunjaya
Taylor & Francis Ltd
11/2023
252
Dura
Inglês
9781032191126
15 a 20 dias
Descrição não disponível.
1. Explainable AI (XAI) Concepts and Theory. 2. Introduction to XAI in Healthcare Application. 3. Machine Learning/Deep Learning Scalability Models in Healthcare System. 4. Explainable AI-based Electronic Health Records for Healthcare. 5. XAI Medical Data Exchanges and Data Interoperability. 6. XAI-based Remote Care for Medical Data Analysis. 7. Improving Patient Privacy and Security through XAI Models. 8. XAI for Sentiment and Emotion Analysis for Patients. 9. Linguistic Knowledge of Deep Neural Networks based on XAI. 10. Natural Language Processing and XAI on Medical Data Processing. 11. Knowledge Representation Methods on Medical Data using XAI. 12. XAI-based Trust and Interpretability in Classification. 13. Explainable Deep Bayesian Learning for Healthcare Applications. 14. XAI Methods for Medical Internet of Things (MIoT) Data. 15. Algorithms, Tools, Frameworks for Explainable AI on Medical Data. 16. Use cases and Future aspects of XAI in Medical Data Analysis.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
biomedical signal processing;healthcare informatics;interpretability models;patient privacy protection;electronic health records analysis;medical IoT applications;explainable deep learning in healthcare
1. Explainable AI (XAI) Concepts and Theory. 2. Introduction to XAI in Healthcare Application. 3. Machine Learning/Deep Learning Scalability Models in Healthcare System. 4. Explainable AI-based Electronic Health Records for Healthcare. 5. XAI Medical Data Exchanges and Data Interoperability. 6. XAI-based Remote Care for Medical Data Analysis. 7. Improving Patient Privacy and Security through XAI Models. 8. XAI for Sentiment and Emotion Analysis for Patients. 9. Linguistic Knowledge of Deep Neural Networks based on XAI. 10. Natural Language Processing and XAI on Medical Data Processing. 11. Knowledge Representation Methods on Medical Data using XAI. 12. XAI-based Trust and Interpretability in Classification. 13. Explainable Deep Bayesian Learning for Healthcare Applications. 14. XAI Methods for Medical Internet of Things (MIoT) Data. 15. Algorithms, Tools, Frameworks for Explainable AI on Medical Data. 16. Use cases and Future aspects of XAI in Medical Data Analysis.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
