Artificial Intelligence and Autoimmune Diseases

Artificial Intelligence and Autoimmune Diseases Applications in the Diagnosis, Prognosis, and Therapeutics - Studies in Computational Intelligence

Hardback (14 Feb 2024)

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Publisher's Synopsis

The book provides an overview of various autoimmune disorders and how artificial intelligence (AI) and machine learning will be used for the diagnosis, prognosis, and treatment of these disorders. AI algorithms are used to create synthetic patient populations with the properties of actual patient cohorts, build personalized predictive models of drug combinations and unravel complex relationships between diet, microbiome, and genetic line-up to determine the comparative treatment response. The book highlights clinical applications and challenges of AI for the diagnosis and treatment/management of autoimmune disorders which includes Rheumatoid Arthritis (RA), Multiple Sclerosis (MS), Type I Diabetes, Psoriatic Arthritis (PsA), and other critical diseases.

Book information

ISBN: 9789819990283
Publisher: Springer Nature Singapore
Imprint: Springer
Pub date:
DEWEY: 616.9780028563
DEWEY edition: 23
Language: English
Number of pages: 323
Weight: 658g
Height: 235mm
Width: 155mm
Spine width: 21mm