Machine learning used for simulation of MitraClip intervention: A proof-of-concept study

por Dabiri, Yaghoub, Mahadevan, Vaikom S., Guccione, Julius M., Kassab, Ghassan S.
Publicado 2023

Numerical Simulations of MitraClip Placement: Clinical Implications

por Kamakoti, Ramji, Dabiri, Yaghoub, Wang, Dee Dee, Guccione, Julius, Kassab, Ghassan S.
Publicado 2019

Relationship of Transmural Variations in Myofiber Contractility to Left Ventricular Ejection Fraction: Implications for Modeling Heart Failure Phenotype With Preserved Ejection Fra...

por Dabiri, Yaghoub, Sack, Kevin L., Shaul, Semion, Sengupta, Partho P., Guccione, Julius M.
Publicado 2018

Investigating the Role of Interventricular Interdependence in Development of Right Heart Dysfunction During LVAD Support: A Patient-Specific Methods-Based Approach

por Sack, Kevin L., Dabiri, Yaghoub, Franz, Thomas, Solomon, Scott D., Burkhoff, Daniel, Guccione, Julius M.
Publicado 2018

Prediction of Left Ventricular Mechanics Using Machine Learning

por Dabiri, Yaghoub, Van der Velden, Alex, Sack, Kevin L., Choy, Jenny S., Kassab, Ghassan S., Guccione, Julius M.
Publicado 2019

Application of feed forward and recurrent neural networks in simulation of left ventricular mechanics

por Dabiri, Yaghoub, Van der Velden, Alex, Sack, Kevin L., Choy, Jenny S., Guccione, Julius M., Kassab, Ghassan S.
Publicado 2020

Mitral Valve Atlas for Artificial Intelligence Predictions of MitraClip Intervention Outcomes

por Dabiri, Yaghoub, Yao, Jiang, Mahadevan, Vaikom S., Gruber, Daniel, Arnaout, Rima, Gentzsch, Wolfgang, Guccione, Julius M., Kassab, Ghassan S.
Publicado 2021