Precision Medicine and Artificial Intelligence: The Perfect Fit covers background on AI, its link to PM, and examples of AI in healthcare, especially autoimmunity. The book highlights future perspectives and potential directions as artificial intelligence (AI) has gained significant attention in the past decade. Autoimmune diseases are complex and heterogeneous conditions, but exciting new developments and implementation tactics surrounding automated systems has enabled the generation of large amounts of data, making autoimmunity an ideal target for AI in the field of Precision Medicine (PM). 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 data sets 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 get a good overview of the field of Precision Medicine for autoimmune diseases and Artificial IntelligenceProvides background, milestone and examples of precision medicine for autoimmune disease and artificial intelligenceProves the paradigm shift towards precision medicine driven by value based systemsDiscusses future applications of precision medicine research using artificial intelligence INDICE: 1. History of Artificial Intelligence2. From Initial concepts of Personalized Medicine to Precision Medicine today and in the future3. Biomarkers as precision medicine tools4. Conventional biomarkerts5. Digital biomarkers6. Companion and complementary diagnostics7. Precision Medicine and different disease areas8. Precision Medicine in Oncology9. Precision medicine in imaging10. Precision Medicine in Autoimmune diseases11. Artificial intelligence in drug development12. Multi-omic technologies13. N of one14. Big data and translational bioinformatics for precision medicine15. Health Risk assessment and family history, towards disease prevention16. Regulatory aspects of precision medicine and artificial intelligence17. Precision Medicine from the patient perspective
- ISBN: 978-0-12-820239-5
- Editorial: Academic Press
- Encuadernacion: Rústica
- Páginas: 316
- Fecha Publicación: 01/04/2021
- Nº Volúmenes: 1
- Idioma: Inglés