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Saikiran Rapaka
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A machine-learning approach for computation of fractional flow reserve from coronary computed tomography
L Itu, S Rapaka, T Passerini, B Georgescu, C Schwemmer, ...
Journal of applied physiology 121 (1), 42-52, 2016
4022016
Diagnostic accuracy of a machine-learning approach to coronary computed tomographic angiography–based fractional flow reserve: result from the MACHINE consortium
A Coenen, YH Kim, M Kruk, C Tesche, J De Geer, A Kurata, ML Lubbers, ...
Circulation: Cardiovascular Imaging 11 (6), e007217, 2018
3642018
Coronary CT angiography–derived fractional flow reserve: machine learning algorithm versus computational fluid dynamics modeling
C Tesche, CN De Cecco, S Baumann, M Renker, TW McLaurin, ...
Radiology 288 (1), 64-72, 2018
2232018
Flow patterns in the sedimentation of an elliptical particle
Z Xia, KW Connington, S Rapaka, P Yue, JJ Feng, S Chen
Journal of Fluid Mechanics 625, 249-272, 2009
1802009
Synthetic data-driven hemodynamic determination in medical imaging
LM Itu, T Passerini, S Rapaka, P Sharma, C Schwemmer, M Schoebinger, ...
US Patent 9,349,178, 2016
1422016
Non-modal growth of perturbations in density-driven convection in porous media
S Rapaka, S Chen, RJ Pawar, PH Stauffer, D Zhang
Journal of Fluid Mechanics 609, 285-303, 2008
1252008
Method and system for advanced measurements computation and therapy planning from medical data and images using a multi-physics fluid-solid heart model
T Mansi, V Mihalef, X Zheng, B Georgescu, S Rapaka, P Sharma, ...
US Patent 9,129,053, 2015
1042015
Real-world variability in the prediction of intracranial aneurysm wall shear stress: the 2015 international aneurysm CFD challenge
K Valen-Sendstad, AW Bergersen, Y Shimogonya, L Goubergrits, ...
Cardiovascular engineering and technology 9, 544-564, 2018
992018
Automated detection of lung nodules and coronary artery calcium using artificial intelligence on low-dose CT scans for lung cancer screening: accuracy and prognostic value
J Chamberlin, MR Kocher, J Waltz, M Snoddy, NFC Stringer, ...
BMC medicine 19, 1-14, 2021
842021
Method and system for purely geometric machine learning based fractional flow reserve
LM Itu, P Sharma, S Rapaka, T Passerini, M Schöbinger, C Schwemmer, ...
US Patent 10,463,336, 2019
812019
Onset of convection over a transient base-state in anisotropic and layered porous media
S Rapaka, RJ Pawar, PH Stauffer, D Zhang, S Chen
Journal of Fluid Mechanics 641, 227-244, 2009
722009
Method and system for functional assessment of renal artery stenosis from medical images
P Sharma, S Rapaka, V Mihalef, A Kamen
US Patent 9,629,563, 2017
712017
System and method for patient specific planning and guidance of ablative procedures for cardiac arrhythmias
T Mansi, O Ecabert, S Rapaka, B Georgescu, A Kamen, D Comaniciu
US Patent 9,277,970, 2016
702016
Learning based methods for personalized assessment, long-term prediction and management of atherosclerosis
LM Itu, T Passerini, S Rapaka, P Sharma, D Comaniciu
US Patent 10,483,006, 2019
662019
Method and system for extracting centerline representation of vascular structures in medical images via optimal paths in computational flow fields
MA Gulsun, Y Zheng, S Rapaka, V Mihalef, P Sharma, G Funka-Lea
US Patent 10,206,646, 2019
662019
Coronary centerline extraction via optimal flow paths and CNN path pruning
MA Gülsün, G Funka-Lea, P Sharma, S Rapaka, Y Zheng
Medical Image Computing and Computer-Assisted Intervention-MICCAI 2016: 19th …, 2016
662016
Evaluation of a deep learning–based automated CT coronary artery calcium scoring algorithm
SS Martin, M van Assen, S Rapaka, HT Hudson Jr, AM Fischer, ...
Cardiovascular Imaging 13 (2_Part_1), 524-526, 2020
632020
System and method for patient specific planning and guidance of electrophysiology interventions
D Comaniciu, B Georgescu, A Kamen, T Mansi, T Passerini, S Rapaka
US Patent 9,463,072, 2016
612016
System and method for real-time simulation of patient-specific cardiac electrophysiology including the effect of the electrical conduction system of the heart
T Passerini, T Mansi, A Kamen, B Georgescu, S Rapaka, D Comaniciu
US Patent 10,241,968, 2019
592019
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals
O Zettinig, T Mansi, D Neumann, B Georgescu, S Rapaka, P Seegerer, ...
Medical image analysis 18 (8), 1361-1376, 2014
592014
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