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Precision medicine and artificial intelligence : the perfect fit for autoimmunity /

"Precision Medicine and Artificial Intelligence: The Perfect Fit for Autoimmunity covers background on artificial intelligence (AI), its link to precision medicine (PM), and examples of AI in healthcare, especially autoimmunity. The book highlights future perspectives and potential directions a...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Mahler, Michael. (Ph.D.) (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London, United Kingdom ; San Diego, CA, United States ; Cambridge, MA, United States ; Oxford, United Kingdom : Academic Press, an imprint of Elsevier, [2021]
Edición:First edition
Temas:
Acceso en línea:Texto completo

MARC

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245 0 0 |a Precision medicine and artificial intelligence :  |b the perfect fit for autoimmunity /  |c edited by Michael Mahler, Inova Diagnostics, Inc. (a Werfen company), San Diego, CA, United States 
250 |a First edition 
264 1 |a London, United Kingdom ;  |a San Diego, CA, United States ;  |a Cambridge, MA, United States ;  |a Oxford, United Kingdom :  |b Academic Press, an imprint of Elsevier,  |c [2021] 
264 4 |c �2021 
300 |a 1 online resource (xv, 284 pages)  |b illustrations (some color) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographic references and index. 
505 0 |a History, current status, and future directions of artificial intelligence / Olga Kubassova [and others] -- Precision medicine as an approach to autoimmune diseases / Marvin J. Fritzler and Michael Mahler -- Biomarker and data science as integral part of precision medicine / Carlos Melus, Brenden Rossin, ... Michael Mahler -- Companion and complementary diagnostics: a key to precision medicine / Jan Tr�st J�rgensen -- Checkpoint inhibitors: interface of cancer and autoimmunity: Opportunity for second level precision medicine / Savino Sciascia, Marie Hudson [and others] -- The evolving potential of precision medicine in the management of autoimmune liver disease / Gary L. Norman [and others] -- Precision medicine in autoimmune disease / Kevin D. Deane -- Development of multi-omics approach in autoimmune diseases / May Y. Choi, Marvin J. Fritzler and Michael Mahler -- N-of-1 trials: implications for clinical practice and personalized clinical trials / Joanne Bradbury and Michael Mahler -- Health risk assessment and family history: toward disease prevention / Lily W. Martin -- Regulatory aspects of artificial intelligence and machine learning-enabled software as medical devices (SaMD) / Michael Mahler [and others] -- Precision medicine from the patient's perspective: more opportunities and increasing responsibilities / Kim MacMartin-Moglia and Michael Mahler. 
520 |a "Precision Medicine and Artificial Intelligence: The Perfect Fit for Autoimmunity covers background on artificial intelligence (AI), its link to precision medicine (PM), and examples of AI in healthcare, especially autoimmunity. The book highlights future perspectives and potential directions as AI has gained significant attention during the past decade. Autoimmune diseases are complex and heterogeneous conditions, but exciting new developments and implementation tactics surrounding automated systems have enabled the generation of large datasets, making autoimmunity an ideal target for AI and precision medicine. More and more diagnostic products utilize AI, which is also starting to be supported by regulatory agencies such as the Food and Drug Administration (FDA). Knowledge generation by leveraging large datasets including demographic, environmental, clinical and biomarker data has the potential to not only impact the diagnosis of patients, but also disease prediction, prognosis and treatment options"--  |c Publisher's description. 
545 |a Michael Mahler received his Ph.D. from the institute of molecular genetics at the University of Heidelberg (Germany). During his Ph.D. thesis, Michael Mahler worked at The Scripps Research Institute in the laboratory of Prof. Mike Pollard and Prof. Eng Tan. He is currently Vice President of Research at Inova Diagnostics. His research is focused on the B-cell autoimmune response in autoimmune diseases and the discovery of novel autoantigens which resulted in more than 300 peer reviewed journal articles as well as several patents. In addition, he works on the development and characterization of novel diagnostic assays for the diagnosis of autoimmune diseases. In the scientific community, he serves as Editor of different scientific journals and as reviewer for more than 40 journals. Michael Mahler became exposed to and interested in Artificial Intelligence as well as Precision Medicine and as a consequence, co-founded the Precision Medicine in Autoimmunity (PMA) (www.precisionmedicineautoimmunity.org) conference. 
588 |a Description based on online resource; title from electronic title page (ProQuest Ebook Central, viewed May 8, 2023). 
650 0 |a Artificial intelligence  |x Medical applications. 
650 0 |a Autoimmunity. 
650 0 |a Artificial intelligence. 
650 0 |a Precision medicine. 
650 1 2 |a Artificial Intelligence  |0 (DNLM)D001185 
650 1 2 |a Precision Medicine  |0 (DNLM)D057285 
650 2 |a Autoimmunity  |0 (DNLM)D015551 
650 6 |a Intelligence artificielle en m�edecine.  |0 (CaQQLa)201-0180593 
650 6 |a Auto-immunit�e.  |0 (CaQQLa)201-0060759 
650 6 |a Intelligence artificielle.  |0 (CaQQLa)201-0008626 
650 6 |a M�edecine de pr�ecision.  |0 (CaQQLa)000288678 
650 7 |a artificial intelligence.  |2 aat  |0 (CStmoGRI)aat300251574 
650 7 |a Artificial intelligence  |x Medical applications  |2 fast  |0 (OCoLC)fst00817267 
650 7 |a Autoimmunity  |2 fast  |0 (OCoLC)fst00822674 
700 1 |a Mahler, Michael.  |c (Ph.D.)  |e editor 
776 0 8 |i Print version:  |t Precision medicine and artificial intelligence.  |b First edition.  |d London, United Kingdom ; San Diego, CA, United States : Academic Press is an imprint of Elsevier, [2021]  |z 9780128202395  |w (DLC) 2021937506  |w (OCoLC)1242750608 
856 4 0 |u https://sciencedirect.uam.elogim.com/science/book/9780128202395  |z Texto completo