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    1. Naturvetenskap och teknik
    2. Matematik och naturvetenskap
    3. Biologi

    Precision Medicine and Artificial Intelligence

    The Perfect Fit for Autoimmunity

    AvMichael Mahler

    Häftad, Engelska, 2021

    1 689 kr

    Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

    Beskrivning

    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.



    • Allows the readers to gain an overview on precision medicine for autoimmune diseases leveraging AI solutions
    • Provides background, milestone and examples of precision medicine
    • Outlines the paradigm shift towards precision medicine driven by value-based systems
    • Discusses future applications of precision medicine research using AI
    • Other aspects covered in the book include regulatory insights, data analytics and visualization, types of biomarkers as well as the role of the patient in precision medicine

    Produktinformation

    • Utgivningsdatum:2021-03-17
    • Mått:152 x 229 x 18 mm
    • Vikt:430 g
    • Format:Häftad
    • Språk:Engelska
    • Antal sidor:300
    • Förlag:Elsevier Science
    • ISBN:9780128202395

    Utforska kategorier

    • Biologi inom Naturvetenskap och teknik

    Mer om författaren

    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.

    Innehållsförteckning

    • 1. History, current status, and future directions of artificial intelligenceOlga Kubassova, Faiq Shaikh, Carlos Melus, and Michael Mahler2. Precision medicine as an approach to autoimmune diseasesMarvin J. Fritzler and Michael Mahler3. Biomarker and data science as integral part of precision medicineCarlos Melus, Brenden Rossin, Mary Ann Aure, and Michael Mahler4. Companion and complementary diagnostics: A key to precision medicineJan Trøst Jørgensen5. Checkpoint inhibitors: Interface of cancer and autoimmunity: Opportunity for second level precision medicineSavino Sciascia, Marie Hudson, Marvin J. Fritzler, Minoru Satoh, and Michael Mahler6. The evolving potential of precision medicine in the management of autoimmune liver diseaseGary L. Norman, Nicola Bizzaro, Danilo Villalta, Diego Vergani, Giorgina Mieli-Vergani, Gideon M. Hirschfield, and Michael Mahler7. Precision medicine in autoimmune diseaseKevin D. Deane8. Development of multi-omics approach in autoimmune diseasesMay Y. Choi, Marvin J. Fritzler, and Michael Mahler9. N-of-1 trials: Implications for clinical practice and personalized clinical trialsJoanne Bradbury and Michael Mahler10. Health risk assessment and family history: Toward disease preventionLily W. Martin, Lauren C. Prisco, Laura Martinez-Prat, Michael Mahler, and Jeffrey A. Sparks11. Regulatory aspects of artificial intelligence and machine learning-enabled software as medical devices (SaMD)Michael Mahler, Carolina Auza, Roger Albesa, Carlos Melus, and Jungen Andrew Wu12. Precision medicine from the patient’s perspective: More opportunities and increasing responsibilitiesKim MacMartin-Moglia and Michael Mahler