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Precision Medicine and Artificial Intelligence

Precision Medicine and Artificial Intelligence

Essential Research Book in Precision Medicine and Artificial Intelligence

Author(s) Name:  Michael Mahler

About the Book:

   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.

Table of Contents

  • History, current status, and future directions of artificial intelligence
  • Precision medicine as an approach to autoimmune diseases
  • Biomarker and data science as integral part of precision medicine
  • Companion and complementary diagnostics: A key to precision medicine
  • Checkpoint inhibitors: Interface of cancer and autoimmunity: Opportunity for second level precision medicine
  • The evolving potential of precision medicine in the management of autoimmune liver disease
  • Precision medicine in autoimmune disease
  • Development of multi-omics approach in autoimmune diseases
  • N-of-1 trials: Implications for clinical practice and personalized clinical trials
  • Health risk assessment and family history: Toward disease prevention
  • Regulatory aspects of artificial intelligence and machine learning-enabled software as medical devices (SaMD)
  • Precision medicine from the patient-s perspective: More opportunities and increasing responsibilities

    • ISBN:  9780323854320

    Publisher:  Elsevier

    Year of Publication:  2021

    Book Link:  Home Page Url