Artificial Intelligence in Cardiovascular Imaging: JACC State-of-the-Art Review

D Dey, PJ Slomka, P Leeson, D Comaniciu… - Journal of the American …, 2019 - jacc.org
Data science is likely to lead to major changes in cardiovascular imaging. Problems with
timing, efficiency, and missed diagnoses occur at all stages of the imaging chain. The …

The cardiovascular system: mathematical modelling, numerical algorithms and clinical applications

A Quarteroni, A Manzoni, C Vergara - Acta Numerica, 2017 - cambridge.org
Mathematical and numerical modelling of the cardiovascular system is a research topic that
has attracted remarkable interest from the mathematical community because of its intrinsic …

Toward patient-specific simulations of cardiac valves: state-of-the-art and future directions

E Votta, TB Le, M Stevanella, L Fusini, EG Caiani… - Journal of …, 2013 - Elsevier
Recent computational methods enabling patient-specific simulations of native and prosthetic
heart valves are reviewed. Emphasis is placed on two critical components of such …

Gait biomechanics in the era of data science

R Ferber, ST Osis, JL Hicks, SL Delp - Journal of biomechanics, 2016 - Elsevier
Data science has transformed fields such as computer vision and economics. The ability of
modern data science methods to extract insights from large, complex, heterogeneous, and …

Geometric description for the anatomy of the mitral valve: a review

D Oliveira, J Srinivasan, D Espino, K Buchan… - Journal of …, 2020 - Wiley Online Library
The mitral valve is a complex anatomical structure whose physiological functioning relies on
the biomechanical properties and structural integrity of its components. Their compromise …

Artificial intelligence in cardiovascular medicine

K Seetharam, S Shrestha, PP Sengupta - Current treatment options in …, 2019 - Springer
Purpose of review The ripples of artificial intelligence are being felt in various sectors of
human life. Machine learning, a subset of artificial intelligence, extracts information from …

Heart valve biomechanics and underlying mechanobiology

S Ayoub, G Ferrari, RC Gorman… - Comprehensive …, 2016 - pmc.ncbi.nlm.nih.gov
Heart valves control unidirectional blood flow within the heart during the cardiac cycle. They
have a remarkable ability to withstand the demanding mechanical environment of the heart …

Fluid–structure interaction analysis of papillary muscle forces using a comprehensive mitral valve model with 3D chordal structure

M Toma, MØ Jensen, DR Einstein… - Annals of biomedical …, 2016 - Springer
Numerical models of native heart valves are being used to study valve biomechanics to aid
design and development of repair procedures and replacement devices. These models …

On the effects of leaflet microstructure and constitutive model on the closing behavior of the mitral valve

CH Lee, JP Rabbah, AP Yoganathan… - … and modeling in …, 2015 - Springer
Recent long-term studies showed an unsatisfactory recurrence rate of severe mitral
regurgitation 3–5 years after surgical repair, suggesting that excessive tissue stresses and …

Fully automatic segmentation of the mitral leaflets in 3D transesophageal echocardiographic images using multi-atlas joint label fusion and deformable medial …

AM Pouch, H Wang, M Takabe, BM Jackson… - Medical image …, 2014 - Elsevier
Comprehensive visual and quantitative analysis of in vivo human mitral valve morphology is
central to the diagnosis and surgical treatment of mitral valve disease. Real-time 3D …