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Artificial intelligence and autoimmune diseasesapplications in the diagnosis, prognosis, and therapeutics /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Artificial intelligence and autoimmune diseasesedited by Khalid Raza, Surender Singh.
其他題名:	applications in the diagnosis, prognosis, and therapeutics /
其他作者:	Raza, Khalid.
出版者:	Singapore :Springer Nature Singapore :2024.
面頁冊數:	xix, 323 p. :ill. (chiefly col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligenceMedical applications.
電子資源:	https://doi.org/10.1007/978-981-99-9029-0
ISBN:	9789819990290$q(electronic bk.)

Artificial intelligence and autoimmune diseasesapplications in the diagnosis, prognosis, and therapeutics /
Artificial intelligence and autoimmune diseasesapplications in the diagnosis, prognosis, and therapeutics /[electronic resource] :edited by Khalid Raza, Surender Singh. - Singapore :Springer Nature Singapore :2024. - xix, 323 p. :ill. (chiefly col.), digital ;24 cm. - Studies in computational intelligence,v. 11331860-9503 ;. - Studies in computational intelligence ;v. 216..

Autoimmune Disorders: Types, Symptoms and Risk Factors -- Immune System and Autoimmunity: Cellular and Molecular Mechanisms -- Autoimmune Diseases: Recent Insights on Epidemiology, Pathogenesis and Prevalence Rate -- The Role of Artificial Intelligence and Machine learning in Autoimmune Disorders -- Autoimmune Autonomic Disorder: AI-based Diagnosis and Prognosis -- Detection of Rheumatoid Arthritis using CNN in Autoimmune Diseases Disorders -- The Emerging Applications of Machine Learning in the Diagnosis of Multiple Sclerosis -- Exploring State-of-the-art CNN Models for Early Detection of Multiple Sclerosis using MRI Images -- AI-assisted Model for Risk Detection of Autoimmune Diseases -- Artificial Intelligence in the Diagnosis and Treatment of Rheumatoid Arthritis: Current Status and Future Perspectives -- Data Analytics for Diagnosis, Tracking, and Treatment Planning in Autoimmune Diseases using AI -- Role of Artificial Intelligence in the Treatment Management of Psoriatic Arthritis -- Artificial Intelligence, Machine Learning and Deep Learning in the Diagnosis and Treatment of Rheumatoid Arthritis: Case Studies -- Artificial Intelligence and Machine Learning Techniques in the Diagnosis of Type I Diabetes: Case Studies -- Computational Intelligence Methods for Biomarkers Discovery in Autoimmune Diseases: Case Studies -- AI-empowered Prediction of Prognosis and Treatment Response in Rheumatoid arthritis.

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.

ISBN: 9789819990290$q(electronic bk.)

Standard No.: 10.1007/978-981-99-9029-0doiSubjects--Topical Terms:

237917
Artificial intelligence
--Medical applications.

LC Class. No.: RC600

Dewey Class. No.: 616.978028563

Artificial intelligence and autoimmune diseasesapplications in the diagnosis, prognosis, and therapeutics /
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520 $a 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.
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