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Lucian Mihai Itu
Lucian Mihai Itu
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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
4062016
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
3712018
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
2292018
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
1642013
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
1442016
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
1272018
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
912016
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, 669-681, 2013
912013
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
872012
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
852014
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
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
702012
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
672019
Foam coated air filtration media
L Fraser
US Patent App. 10/176,896, 2003
652003
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
632016
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 (1), 3910250, 2020
562020
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
512018
A framework for validating AI in precision medicine: considerations from the European ITFoC consortium
R Tsopra, X Fernandez, C Luchinat, L Alberghina, H Lehrach, M Vanoni, ...
BMC medical informatics and decision making 21, 1-14, 2021
482021
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
392015
Method and system for non-invasive computation of hemodynamic indices for coronary artery stenosis
LM Itu, P Sharma, T Redel, B Georgescu
US Patent 9,595,089, 2017
372017
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