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Functional Imaging and Modeling of the Heart - 12th International Conference, FIMH 2023, Lyon, France, June 19–22, 2023, Proceedings (1st ed. 2023)
Olivier Bernard, Patrick Clarysse, Nicolas Duchateau, Jacques Ohayon, Magalie Viallon
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R2,926
Discovery Miles 29 260
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Ships in 12 - 17 working days
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This book constitutes the refereed proceedings of the 12th
International Conference on Functional Imaging and Modeling of the
Heart, held in Lyon, France, in June 2023.The 72 full papers were
carefully reviewed and selected from 80 submissions. The focus of
the papers is on following topics: increased imaging resolutions,
data explosion, sophistication of computational models and advent
of AI frameworks, while new imaging modalities have emerged (e.g.
combined PET-MRI, Spectral CT).
This book provides a detailed technical overview of the use and
applications of artificial intelligence (AI), machine learning and
big data in cardiology. Recent technological advancements in these
fields mean that there is significant gain to be had in applying
these methodologies into day-to-day clinical practice. Chapters
feature detailed technical reviews and highlight key current
challenges and limitations, along with the available techniques to
address them for each topic covered. Sample data sets are also
included to provide hands-on tutorials for readers using
Python-based Jupyter notebooks, and are based upon real-world
examples to ensure the reader can develop their confidence in
applying these techniques to solve everyday clinical
problems.Artificial Intelligence and Big Data in Cardiology
systematically describes and technically reviews the latest
applications of AI and big data within cardiology. It is ideal for
use by the trainee and practicing cardiologist and informatician
seeking an up-to-date resource on the topic with which to aid them
in developing a thorough understanding of both basic concepts and
recent advances in the field.
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