Lucian Mihai Itu

According to our database, Lucian Mihai Itu authored at least 36 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge.

Manuela Daniela Danu, Vasile George Marica, Sanjeev Kumar Karn, Bogdan Georgescu, Awais Mansoor, Florin C. Ghesu, Lucian Mihai Itu, Constantin Suciu, Sasa Grbic, Oladimeji Farri, Dorin Comaniciu

CoRR, 2023

Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms.

Florin Condrea, Saikiran Rapaka, Lucian Mihai Itu, Puneet Sharma, Jonathan Sperl, A Mohamed Ali, Marius Leordeanu

CoRR, 2023

Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition.

Andreea Bianca Popescu, Cosmin Ioan Nita, Ioana Antonia Taca, Anamaria Vizitiu, Lucian Mihai Itu

Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

XCAE: Deep Neural Network for X-ray Coronary Angiograms Quality Enhancement.

Andrei Damian Dinescu, Radu Miron, Lucian Mihai Itu, Ioana Cristina Plajer, Alexandru Turcea

Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

Deep Learning Based Detection of Collateral Circulation in Coronary Angiographies.

Cosmin-Andrei Hatfaludi, Daniel Bunescu, Costin Florian Ciusdel, Alex Serban, Karl Böse, Marc Oppel, Stephanie Schröder, Christopher Seehase, Harald F. Langer, Jeanette Erdmann, Henry Nording, Lucian Mihai Itu

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2021

A framework for validating AI in precision medicine: considerations from the European ITFoC consortium.

Rosy Tsopra, Xosé M. Fernández, Claudio Luchinat, Lilia Alberghina, Hans Lehrach, Marco Vanoni, Felix Dreher, Osman Ugur Sezerman, Marc Cuggia, Marie de Tayrac, Edvins Miklasevics, Lucian Mihai Itu, Marius Geanta, Lesley Ogilvie, Florence Godey, Cristian Nicolae Boldisor, Boris Campillo-Gimenez, Cosmina Cioroboiu, Costin Florian Ciusdel, Simona Coman, Oliver Hijano Cubelos, Alina Itu, Bodo Lange, Matthieu Le Gallo, Alexandra Lespagnol, Giancarlo Mauri, H. Okan Soykam, Bastien Rance, Paola Turano, Leonardo Tenori, Alessia Vignoli, Christoph Wierling, Nora Benhabiles, Anita Burgun

BMC Medical Informatics Decis. Mak., 2021

2020

Applying Deep Neural Networks over Homomorphic Encrypted Medical Data.

Anamaria Vizitiu, Cosmin Ioan Nita, Andrei Puiu, Constantin Suciu, Lucian Mihai Itu

Comput. Math. Methods Medicine, 2020

An Automated Workflow for Hemodynamic Computations in Cerebral Aneurysms.

Cosmin Ioan Nita, Takashi Suzuki, Lucian Mihai Itu, Viorel Mihalef, Hiroyuki Takao, Yuichi Murayama, Puneet Sharma, Thomas Redel, Saikiran Rapaka

Comput. Math. Methods Medicine, 2020

Deep neural networks for ECG-free cardiac phase and end-diastolic frame detection on coronary angiographies.

Costin Florian Ciusdel, Alexandru Turcea, Andrei Puiu, Lucian Mihai Itu, Lucian Calmac, Emma Weiss, Cornelia Margineanu, Elisabeta Badila, Martin Berger, Thomas Redel, Tiziano Passerini, Mehmet Akif Gülsün, Puneet Sharma

Comput. Medical Imaging Graph., 2020

Deep learning based myocardial ischemia detection in ECG signals.

Iulian Ogrezeanu, Diana Stoian, Alexandru Turcea, Lucian Mihai Itu

Proceedings of the 24th International Conference on System Theory, Control and Computing, 2020

Deep learning models based on automatic labeling with application in echocardiography.

Manuela Danu, Costin Florian Ciusdel, Lucian Mihai Itu

Proceedings of the 24th International Conference on System Theory, Control and Computing, 2020

2019

Effect of Linearization in a WNT Signaling Model.

Costin Florian Ciusdel, Simona Coman, Cristian Nicolae Boldisor, T. Kessler, A. Muradyan, A. Kovachev, Hans Lehrach, Christoph K. Wierling, Lucian Mihai Itu

Comput. Math. Methods Medicine, 2019

Towards Privacy-Preserving Deep Learning based Medical Imaging Applications.

Anamaria Vizitiu, Cosmin Ioan Nita, Andrei Puiu, Constantin Suciu, Lucian Mihai Itu

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2019

Data-Driven Adversarial Learning for Sinogram-Based Iterative Low-Dose CT Image Reconstruction.

Anamaria Vizitiu, Andrei Puiu, Sureerat Reaungamornrat, Lucian Mihai Itu

Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

Deep learning based generation of synthetic blood vessel surfaces.

Manuela Danu, Cosmin Ioan Nita, Anamaria Vizitiu, Constantin Suciu, Lucian Mihai Itu

Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

Privacy-Preserving Artificial Intelligence: Application to Precision Medicine.

Anamaria Vizitiu, Cosmin Ioan Nita, Andrei Puiu, Constantin Suciu, Lucian Mihai Itu

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2017

Towards deep learning based estimation of fracture risk in osteoporosis patients.

Costin Florian Ciusdel, Anamaria Vizitiu, Florin Moldoveanu, Constantin Suciu, Lucian Mihai Itu

Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

2016

A self-taught artificial agent for multi-physics computational model personalization.

Dominik Neumann, Tommaso Mansi, Lucian Mihai Itu, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Hugo A. Katus, Benjamin Meder, Stefan Steidl, Joachim Hornegger, Dorin Comaniciu

Medical Image Anal., 2016

GPU-Accelerated Texture Analysis Using Steerable Riesz Wavelets.

Anamaria Vizitiu, Lucian Mihai Itu, Ranveer Joyseeree, Adrien Depeursinge, Henning Müller, Constantin Suciu

Proceedings of the 24th Euromicro International Conference on Parallel, 2016

GPU accelerated, robust method for voxelization of solid objects.

Cosmin Nita, Iulian Stroia, Lucian Mihai Itu, Constantin Suciu, Viorel Mihalef, Manasi Datar, Saikiran Rapaka, Puneet Sharma

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

2015

A parameter estimation framework for patient-specific hemodynamic computations.

Lucian Mihai Itu, Puneet Sharma, Tiziano Passerini, Ali Kamen, Constantin Suciu, Dorin Comaniciu

J. Comput. Phys., 2015

Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling.

Dominik Neumann, Tommaso Mansi, Lucian Mihai Itu, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Stefan Steidl, Joachim Hornegger, Dorin Comaniciu

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

GPU accelerated geometric multigrid method: Comparison with preconditioned conjugate gradient.

Iulian Stroia, Lucian Mihai Itu, Cosmin Nita, Laszlo Lazar, Constantin Suciu

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

GPU-accelerated model for fast, three-dimensional fluid-structure interaction computations.

Cosmin Nita, Lucian Mihai Itu, Viorel Mihalef, Puneet Sharma, Saikiran Rapaka

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

An external tissue support model for the arterial wall based on in vivo data.

Lucian Mihai Itu, Constantin Suciu

Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014

Uncertainty quantification in medical image-based hemodynamic computations.

Weijia Chen, Lucian Mihai Itu, Puneet Sharma, Ali Kamen

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Optimized three-dimensional stencil computation on Fermi and Kepler GPUs.

Anamaria Vizitiu, Lucian Mihai Itu, Cosmin Nita, Constantin Suciu

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Model based non-invasive estimation of PV loop from echocardiography.

Lucian Mihai Itu, Puneet Sharma, Bogdan Georgescu, Ali Kamen, Constantin Suciu, Dorin Comaniciu

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A method for modeling surrounding tissue support and its global effects on arterial hemodynamics.

Lucian Mihai Itu, Constantin Suciu

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013

Model-Based Estimation of 4D Relative Pressure Map from 4D Flow MR Images.

Viorel Mihalef, Saikiran Rapaka, Mehmet A. Gülsün, Angelo Scorza, Puneet Sharma, Lucian Mihai Itu, Ali Kamen, Alex Barker, Michael Markl, Dorin Comaniciu

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

GPU accelerated blood flow computation using the Lattice Boltzmann Method.

Cosmin Nita, Lucian Mihai Itu, Constantin Suciu

Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

A novel coupling algorithm for computing blood flow in viscoelastic arterial models.

Lucian Mihai Itu, Puneet Sharma, Ali Kamen, Constantin Suciu, Dorin Comaniciu

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Hemodynamic Assessment of Pre- and Post-operative Aortic Coarctation from MRI.

Kristof Ralovich, Lucian Mihai Itu, Viorel Mihalef, Puneet Sharma, Razvan Ioan Ionasec, Dime Vitanovski, Waldemar Krawtschuk, Allen Everett, Richard Ringel, Nassir Navab, Dorin Comaniciu

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

A patient-specific reduced-order model for coronary circulation.

Lucian Mihai Itu, Puneet Sharma, Viorel Mihalef, Ali Kamen, Constantin Suciu, Dorm Lomaniciu

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A framework for personalization of coronary flow computations during rest and hyperemia.

Puneet Sharma, Lucian Mihai Itu, Xudong Zheng, Ali Kamen, Dominik Bernhardt, Constantin Suciu, Dorin Comaniciu

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

GPU accelerated simulation of elliptic partial differential equations.

Lucian Mihai Itu, Constantin Suciu, Florin Moldoveanu, Adrian Postelnicu

Proceedings of the IEEE 6th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2011