Artificial Intelligence in Precision Health (eBook, ePUB)

From Concept to Applications
Redaktion: Barh MSc, MTech

• Format: ePub

Produktbeschreibung

Artificial Intelligence in Precision Health: From Concept to Applications provides a readily available resource to understand artificial intelligence and its real time applications in precision medicine in practice. Written by experts from different countries and with diverse background, the content encompasses accessible knowledge easily understandable for non-specialists in computer sciences. The book discusses topics such as cognitive computing and emotional intelligence, big data analysis, clinical decision support systems, deep learning, personal omics, digital health, predictive models, prediction of epidemics, drug discovery, precision nutrition and fitness. Additionally, there is a section dedicated to discuss and analyze AI products related to precision healthcare already available.

This book is a valuable source for clinicians, healthcare workers, and researchers from diverse areas of biomedical field who may or may not have computational background and want to learn more about the innovative field of artificial intelligence for precision health.

• Provides computational approaches used in artificial intelligence easily understandable for non-computer specialists
• Gives know-how and real successful cases of artificial intelligence approaches in predictive models, modeling disease physiology, and public health surveillance
• Discusses the applicability of AI on multiple areas, such as drug discovery, clinical trials, radiology, surgery, patient care and clinical decision support

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 544
• Erscheinungstermin: 4. März 2020
• Englisch
• ISBN-13: 9780128173381
• Artikelnr.: 61689355

Inhaltsangabe

Section 1: Artificial Intelligence Technologies1. Interpretable Artificial
Intelligence: Addressing the Adoption Gap in Medicine2. Artificial
Intelligence methods in computer-aided diagnostic tools and decision
support analytics for clinical informatics3. Deep learning in Precision
Medicine4. Machine learning systems and precision medicine: a conceptual
and experimental approach to single individual statistics5. Machine
learning in digital health, recent trends and on-going challenges6. Data
Mining to Transform Clinical and Translational Research Findings into
Precision Health
Section II: Applications and Precision Systems/Application of Artificial
Intelligence7. Predictive Models in Precision Medicine8. Deep Neural
Networks for Phenotype Prediction: Application to rare diseases9.
Artificial Intelligence in the management of patients with intracranial
neoplasms10. Artificial Intelligence to aid the early detection of Mental
Illness11. Use of Artificial Intelligence in Alzheimer Disease Detection12.
Artificial Intelligence to predict atheroma plaque vulnerability13.
Decision support systems in cardiovascular medicine through artificial
intelligence: applications in the diagnosis of infarction and prognosis of
heart failure14. Artificial Intelligence for Decision Support Systems in
Diabetes15. Clinical decision support systems to improve the diagnosis and
management of respiratory diseases16. Use of Artificial Intelligence in
Neurosurgery and Otorhinolaryngology (Head and Neck Surgery)17. Use of
Artificial Intelligence in Emergency Medicine18. Use of Artificial
Intelligence in Infectious diseases19. Artificial Intelligence techniques
applied to patient care and monitoring20. Use of artificial intelligence in
precision nutrition and fitness
Section III: Precision Systems21. Artificial Intelligence in Precision
health: Systems in practice