Ankündigung Erscheint vsl. August 2020 Abbildung von Al'Aref / Singh / Baskaran | Machine Learning in Cardiovascular Medicine | 2020

Al'Aref / Singh / Baskaran

Machine Learning in Cardiovascular Medicine

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ca. 140,17 €

inkl. Mwst.

2020. Buch. 365 S. Softcover

William Andrew Publishing. ISBN 978-0-12-820273-9

Format (B x L): 21,6 x 27,6 cm

In englischer Sprache


Machine Learning in Cardiovascular Medicine addresses the ever-expanding applications of artificial intelligence (AI), specifically machine learning (ML), in healthcare and within cardiovascular medicine. The book focuses on emphasizing ML for biomedical applications and provides a comprehensive summary of the past and present of AI, basics of ML, and clinical applications of ML within cardiovascular medicine for predictive analytics and precision medicine. While the industrial applications of ML are nearly ubiquitous, its introduction into the medical field has been much more gradual. The landscape, however, is rapidly changing with the availability of computational power and the creation of large repositories of datasets.

- Provides an overview of machine learning, both for a clinical and engineering audience
- Summarize recent advances in both cardiovascular medicine and artificial intelligence
- Discusses the advantages of using machine learning for outcomes research and image processing
- Addresses the ever-expanding application of this novel technology and discusses some of the unique challenges associated with such an approach


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