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 (Ps A), and other critical diseases.
Khalid Raza & Surender Singh
Artificial Intelligence and Autoimmune Diseases [EPUB ebook]
Applications in the Diagnosis, Prognosis, and Therapeutics
Artificial Intelligence and Autoimmune Diseases [EPUB ebook]
Applications in the Diagnosis, Prognosis, and Therapeutics
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Dil İngilizce ● Biçim EPUB ● ISBN 9789819990290 ● Editör Khalid Raza & Surender Singh ● Yayımcı Springer Nature Singapore ● Yayınlanan 2024 ● İndirilebilir 3 kez ● Döviz EUR ● Kimlik 9356229 ● Kopya koruma Adobe DRM
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