Artificial intelligence and autoimmune diseases : applications in the diagnosis, prognosis, and therapeutics / Khalid Raza, Surender Singh, editors.
- 其他作者：
- 其他題名：
- Studies in computational intelligence ;
- 出版： Singapore : Springer c2024.
- 叢書名： Studies in computational intelligence ;1133
- 主題： Artificial intelligence--Medical applications. , Autoimmune diseases--Diagnosis. , Autoimmune diseases--Treatment. , Autoimmune Diseases--diagnosis. , Autoimmunity.
- ISBN： 978-981-99-9028-3 (hbk.) :: EUR169.99 、 981-99-9028-9 (hbk.)
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讀者標籤：
- 系統號： 005291498 | 機讀編目格式
館藏資訊
摘要註
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