Computational intelligence and applications for pandemics and healthcare:

"The primary goal of this book is to introduce the most recent technologies and methods for improving the health-care system to take it to the next level, discussing the tactics and methods, as well as their limitations and performances to grasp the great biomedical potential of AI and inspire...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Weitere beteiligte Personen: Sinha, G. R. (HerausgeberIn), Singh, Deepak (HerausgeberIn), Khan, Maleika Heenaye-Mamode (HerausgeberIn), Thakur, Kavita (HerausgeberIn), Kshatri, Sapna Singh (HerausgeberIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Hershey, Pennsylvania IGI Global 2022
Schlagwörter:
Links:https://doi.org/10.4018/978-1-7998-9831-3
https://doi.org/10.4018/978-1-7998-9831-3
https://doi.org/10.4018/978-1-7998-9831-3
https://doi.org/10.4018/978-1-7998-9831-3
https://doi.org/10.4018/978-1-7998-9831-3
https://doi.org/10.4018/978-1-7998-9831-3
https://doi.org/10.4018/978-1-7998-9831-3
Zusammenfassung:"The primary goal of this book is to introduce the most recent technologies and methods for improving the health-care system to take it to the next level, discussing the tactics and methods, as well as their limitations and performances to grasp the great biomedical potential of AI and inspire researchers in relevant areas
Beschreibung:Includes bibliographical references and index
Section 1. From artificial intelligence to good healthcare: theory, framework, and methods. Chapter 1. An investigation of the Coronavirus disease (COVID-19) mortality risk using machine learning ; Chapter 2. COVID-19 chest x-rays classification using deep learning ; Chapter 3. Healthcare management intricacy, governance, and strategic plan during the COVID-19 pandemic (with special reference to India) ; Chapter 4. A smartphone-based dermatological disease identification system using probabilistic neural networks ; Chapter 5. Machine learning -- Section 2. From artificial intelligence to good healthcare: review, methods, and healthcare. Chapter 6. Integration of ML and IoT for healthcare systems ; Chapter 7. Heavy metals in ground water affect the human health global challenge ; Chapter 8. Study of behavioral changes and heart rate variability through speech signal analysis in COVID-19 patients ; Chapter 9. A survey on behavioral change during the COVID-19 outbreak in India -- Section 3. From artificial intelligence to healthcare: comparison, IoT, and cloud. Chapter 10. Smart healthcare and intelligent medical systems ; Chapter 11. A real-time cloud-based healthcare monitoring system ; Chapter 12. Analysis and comparison of psychological constraints among various countries during COVID-19 ; Chapter 13. Discriminating significant morphological attributes of photoplethysmograph signal for cuffless blood pressure measurement ; Chapter 14. Survey of recent studies on healthcare technologies and computational intelligence approaches and their applications. - Mode of access: World Wide Web
Umfang:1 Online-Ressource (357 Seiten)
ISBN:9781799898337
DOI:10.4018/978-1-7998-9831-3