Recent developments in modeling, imaging, and monitoring of cardiovascular diseases using machine learning
Author:
Funder
Australian Research Council
Publisher
Springer Science and Business Media LLC
Subject
Molecular Biology,Structural Biology,Biophysics
Link
https://link.springer.com/content/pdf/10.1007/s12551-022-01040-7.pdf
Reference123 articles.
1. Al'Aref SJ et al (2019) Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging. Eur Heart J 40:1975–1986. https://doi.org/10.1093/eurheartj/ehy404
2. Allen BD, Barker AJ, Kansal P, Collins JD, Carr JC, Malaisrie SC, Markl M (2013) Impact of aneurysm repair on thoracic aorta hemodynamics. Circulation 128:e341–e343. https://doi.org/10.1161/CIRCULATIONAHA.112.000850
3. Anavekar NS, Oh JK (2009) Doppler echocardiography: a contemporary review. J Cardiol 54:347–358. https://doi.org/10.1016/j.jjcc.2009.10.001
4. Arzani A, Wang J-X, D'Souza RM (2021) Uncovering near-wall blood flow from sparse data with physics-informed neural networks. Phys Fluids 33:071905. https://doi.org/10.1063/5.0055600
5. Arzani A, Wang J-X, Sacks MS, Shadden SC (2022) Machine learning for cardiovascular biomechanics modeling: challenges and beyond. Ann Biomed Eng 50:615–627. https://doi.org/10.1007/s10439-022-02967-4
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