Cardiovascular and Coronary Artery Imaging
Autor: | Ayman S. El-Baz, Jasjit Suri |
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EAN: | 9780128227077 |
eBook Format: | ePUB/PDF |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 24.11.2021 |
Untertitel: | Volume 1 |
Kategorie: | |
Schlagworte: | ?12-lead ECG Artifact Automated ECG interpretation Borderline lesion CNN CT angiography Cardiac Cardiology Cardiovascular imaging Congenital Coron Coronary angiogram Coronary arteries Coronary artery calcium scan Coronary artery disease |
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Cardiovascular and Coronary Artery Imaging, Volume One covers state-of-the-art approaches for automated non-invasive systems in early cardiovascular disease diagnosis. The book includes several prominent imaging modalities, such as MRI, CT and PET technologies. A special emphasis is placed on automated imaging analysis techniques, which are important to biomedical imaging analysis of the cardiovascular system. This is a comprehensive, multi-contributed reference work that details the latest developments in spatial, temporal and functional cardiac imaging. - Takes an integrated approach to cardiovascular and coronary imaging, covering machine learning, deep learning and reinforcement learning approaches - Covers state-of-the-art approaches for automated non-invasive systems for early cardiovascular disease diagnosis - Provides a perspective on future cardiovascular imaging and highlights areas that still need improvement