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Více informací o knize Artificial Intelligence and Autoimmune Diseases

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Artificial Intelligence and Autoimmune Diseases
• Podnázev: Applications in the Diagnosis, Prognosis, and Therapeutics
• Autor: Khalid Raza, Surender Singh
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 340
• EAN: 9789819990283
• ID: 44487158
• Nakladatelství: Springer, Berlin
• Rozměry: 235 × 155 mm
• Datum vydání: 02. May 2024

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