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 | 275 | 2016 |
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 | 218 | 2018 |
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 | 147 | 2018 |
Method and System for Non-Invasive Functional Assessment of Coronary Artery Stenosis P Sharma, LM Itu, A Kamen, B Georgescu, X Zheng, H Tek, D Comaniciu, ... US Patent App. 13/794,113, 2013 | 112 | 2013 |
Method and system for multi-scale anatomical and functional modeling of coronary circulation P Sharma, LM Itu, B Georgescu, V Mihalef, A Kamen, D Comaniciu US Patent 10,162,932, 2018 | 105 | 2018 |
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 | 77 | 2016 |
A patient-specific reduced-order model for coronary circulation L Itu, P Sharma, V Mihalef, A Kamen, C Suciu, D Lomaniciu 2012 9th IEEE international symposium on biomedical imaging (ISBI), 832-835, 2012 | 73 | 2012 |
Non-invasive hemodynamic assessment of aortic coarctation: validation with in vivo measurements L Itu, P Sharma, K Ralovich, V Mihalef, R Ionasec, A Everett, R Ringel, ... Annals of biomedical engineering 41 (4), 669-681, 2013 | 72 | 2013 |
Comparison of fractional flow reserve based on computational fluid dynamics modeling using coronary angiographic vessel morphology versus invasively measured fractional flow … M Tröbs, S Achenbach, J Röther, T Redel, M Scheuering, D Winneberger, ... The American journal of cardiology 117 (1), 29-35, 2016 | 67 | 2016 |
Foam coated air filtration media L Fraser US Patent App. 10/176,896, 2003 | 58 | 2003 |
A framework for personalization of coronary flow computations during rest and hyperemia P Sharma, L Itu, X Zheng, A Kamen, D Bernhardt, C Suciu, D Comaniciu 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 55 | 2012 |
Method and System for Non-Invasive Functional Assessment of Coronary Artery Stenosis P Sharma, LM Itu, A Kamen, B Georgescu, X Zheng, H Tek, D Comaniciu, ... US Patent App. 14/070,810, 2014 | 49 | 2014 |
Coronary CT angiography derived fractional flow reserve: methodology and evaluation of a point of care algorithm A Coenen, MM Lubbers, A Kurata, A Kono, A Dedic, RG Chelu, ... Journal of cardiovascular computed tomography 10 (2), 105-113, 2016 | 46 | 2016 |
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 | 37 | 2019 |
GPU accelerated blood flow computation using the lattice Boltzmann method C Nitä, LM Itu, C Suciu 2013 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2013 | 35* | 2013 |
Method and system for hemodynamic assessment of aortic coarctation from medical image data K Ralovich, LM Itu, V Mihalef, P Sharma, RI Ionasec, D Vitanovski, ... US Patent 9,135,699, 2015 | 32 | 2015 |
A parameter estimation framework for patient-specific hemodynamic computations L Itu, P Sharma, T Passerini, A Kamen, C Suciu, D Comaniciu Journal of Computational Physics 281, 316-333, 2015 | 32 | 2015 |
Applying deep neural networks over homomorphic encrypted medical data A Vizitiu, CI Niƫă, A Puiu, C Suciu, LM Itu Computational and mathematical methods in medicine 2020, 2020 | 30 | 2020 |
Synthetic data-driven hemodynamic determination in medical imaging LM Itu, T Passerini, S Rapaka, P Sharma, C Schwemmer, M Schoebinger, ... US Patent 9,918,690, 2018 | 28 | 2018 |
Optimized three-dimensional stencil computation on Fermi and Kepler GPUs A Vizitiu, L Itu, C Niţă, C Suciu 2014 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2014 | 24 | 2014 |