eBook - ePub
Precision Medicine and Artificial Intelligence
The Perfect Fit for Autoimmunity
- 300 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
About this 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.
- 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
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Information
Table of contents
- Cover
- Front Matter
- Table of Contents
- Copyright
- Contributors
- Preface
- List of Illustrations
- List of Tables
- Chapter 1 : History, current status, and future directions of artificial intelligence
- Chapter 2 : Precision medicine as an approach to autoimmune diseases
- Chapter 3 : Biomarker and data science as integral part of precision medicine
- Chapter 4 : Companion and complementary diagnostics: A key to precision medicine
- Chapter 5 : Checkpoint inhibitors: Interface of cancer and autoimmunity: Opportunity for second level precision medicine
- Chapter 6 : The evolving potential of precision medicine in the management of autoimmune liver disease
- Chapter 7 : Precision medicine in autoimmune disease
- Chapter 8 : Development of multi-omics approach in autoimmune diseases
- Chapter 9 : N-of-1 trials: Implications for clinical practice and personalized clinical trials
- Chapter 10 : Health risk assessment and family history: Toward disease prevention
- Chapter 11 : Regulatory aspects of artificial intelligence and machine learning-enabled software as medical devices (SaMD)
- Chapter 12 : Precision medicine from the patient's perspective: More opportunities and increasing responsibilities
- Index
- A
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Yes, you can access Precision Medicine and Artificial Intelligence by Michael Mahler in PDF and/or ePUB format, as well as other popular books in Biological Sciences & Microbiology. We have over 1.5 million books available in our catalogue for you to explore.