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Lucian Mihai Itu
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2020 – today
- 2024
- [j8]Florin Condrea, Saikiran Rapaka, Lucian Mihai Itu, Puneet Sharma, Jonathan Sperl
, A Mohamed Ali, Marius Leordeanu
:
Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms. Comput. Biol. Medicine 174: 108464 (2024) - [c29]Manuela Daniela Danu, George Marica, Constantin Suciu, Lucian Mihai Itu, Oladimeji Farri:
Multilingual Clinical NER for Diseases and Medications Recognition in Cardiology Texts using BERT Embeddings. CLEF (Working Notes) 2024: 106-116 - [c28]Iulian Alexandru Ogrezeanu, Constantin Suciu, Lucian Mihai Itu:
Automated Waste Sorting: A Comprehensive Approach Using Deep Learning for Detection and Classification. MED 2024: 268-273 - [i6]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:
Deep learning based detection of collateral circulation in coronary angiographies. CoRR abs/2403.12055 (2024) - 2023
- [c27]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:
Deep Learning Based Detection of Collateral Circulation in Coronary Angiographies. CBMS 2023: 886-891 - [c26]Andrei Damian Dinescu, Radu Miron, Lucian Mihai Itu, Ioana Cristina Plajer, Alexandru Turcea:
XCAE: Deep Neural Network for X-ray Coronary Angiograms Quality Enhancement. ETFA 2023: 1-6 - [c25]Andreea Bianca Popescu, Cosmin Ioan Nita, Ioana Antonia Taca, Anamaria Vizitiu, Lucian Mihai Itu:
Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition. MED 2023: 305-310 - [i5]Florin Condrea, Saikiran Rapaka
, Lucian Mihai Itu, Puneet Sharma, Jonathan Sperl, A Mohamed Ali, Marius Leordeanu:
Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms. CoRR abs/2303.17593 (2023) - [i4]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:
Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge. CoRR abs/2306.10448 (2023) - [i3]Andreea Bianca Popescu, Cosmin Ioan Nita, Ioana Antonia Taca, Anamaria Vizitiu, Lucian Mihai Itu:
Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition. CoRR abs/2308.16530 (2023) - 2021
- [j7]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:
A framework for validating AI in precision medicine: considerations from the European ITFoC consortium. BMC Medical Informatics Decis. Mak. 21(1): 274 (2021) - 2020
- [j6]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:
Deep neural networks for ECG-free cardiac phase and end-diastolic frame detection on coronary angiographies. Comput. Medical Imaging Graph. 84: 101749 (2020) - [j5]Anamaria Vizitiu
, Cosmin Ioan Nita, Andrei Puiu, Constantin Suciu, Lucian Mihai Itu
:
Applying Deep Neural Networks over Homomorphic Encrypted Medical Data. Comput. Math. Methods Medicine 2020: 3910250:1-3910250:26 (2020) - [j4]Cosmin Ioan Nita
, Takashi Suzuki, Lucian Mihai Itu
, Viorel Mihalef
, Hiroyuki Takao
, Yuichi Murayama
, Puneet Sharma, Thomas Redel, Saikiran Rapaka
:
An Automated Workflow for Hemodynamic Computations in Cerebral Aneurysms. Comput. Math. Methods Medicine 2020: 5954617:1-5954617:20 (2020) - [c24]Iulian Ogrezeanu, Diana Stoian, Alexandru Turcea, Lucian Mihai Itu:
Deep learning based myocardial ischemia detection in ECG signals. ICSTCC 2020: 250-253 - [c23]Manuela Danu, Costin Florian Ciusdel, Lucian Mihai Itu:
Deep learning models based on automatic labeling with application in echocardiography. ICSTCC 2020: 373-378
2010 – 2019
- 2019
- [j3]Costin Florian Ciusdel, Simona Coman
, Cristian Nicolae Boldisor
, T. Kessler, A. Muradyan
, A. Kovachev, Hans Lehrach, Christoph K. Wierling
, Lucian Mihai Itu
:
Effect of Linearization in a WNT Signaling Model. Comput. Math. Methods Medicine 2019: 8461820:1-8461820:9 (2019) - [c22]Anamaria Vizitiu, Cosmin Ioan Nita, Andrei Puiu, Constantin Suciu, Lucian Mihai Itu:
Privacy-Preserving Artificial Intelligence: Application to Precision Medicine. EMBC 2019: 6498-6504 - [c21]Manuela Danu, Cosmin Ioan Nita, Anamaria Vizitiu, Constantin Suciu, Lucian Mihai Itu:
Deep learning based generation of synthetic blood vessel surfaces. ICSTCC 2019: 662-667 - [c20]Anamaria Vizitiu, Andrei Puiu, Sureerat Reaungamornrat, Lucian Mihai Itu:
Data-Driven Adversarial Learning for Sinogram-Based Iterative Low-Dose CT Image Reconstruction. ICSTCC 2019: 668-674 - [c19]Anamaria Vizitiu, Cosmin Ioan Nita, Andrei Puiu, Constantin Suciu, Lucian Mihai Itu:
Towards Privacy-Preserving Deep Learning based Medical Imaging Applications. MeMeA 2019: 1-6 - 2018
- [i2]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 A. Gülsün, Puneet Sharma:
Deep Neural Networks for ECG-free Cardiac Phase and End-Diastolic Frame Detection on Coronary Angiographies. CoRR abs/1811.02797 (2018) - 2017
- [c18]Costin Florian Ciusdel, Anamaria Vizitiu, Florin Moldoveanu, Constantin Suciu, Lucian Mihai Itu:
Towards deep learning based estimation of fracture risk in osteoporosis patients. TSP 2017: 659-665 - 2016
- [j2]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
:
A self-taught artificial agent for multi-physics computational model personalization. Medical Image Anal. 34: 52-64 (2016) - [c17]Cosmin Nita, Iulian Stroia, Lucian Mihai Itu, Constantin Suciu, Viorel Mihalef, Manasi Datar, Saikiran Rapaka
, Puneet Sharma:
GPU accelerated, robust method for voxelization of solid objects. HPEC 2016: 1-5 - [c16]Anamaria Vizitiu, Lucian Mihai Itu, Ranveer Joyseeree, Adrien Depeursinge
, Henning Müller
, Constantin Suciu:
GPU-Accelerated Texture Analysis Using Steerable Riesz Wavelets. PDP 2016: 431-434 - [i1]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:
A Self-Taught Artificial Agent for Multi-Physics Computational Model Personalization. CoRR abs/1605.00303 (2016) - 2015
- [j1]Lucian Mihai Itu, Puneet Sharma, Tiziano Passerini, Ali Kamen, Constantin Suciu, Dorin Comaniciu
:
A parameter estimation framework for patient-specific hemodynamic computations. J. Comput. Phys. 281: 316-333 (2015) - [c15]Cosmin Nita, Lucian Mihai Itu, Viorel Mihalef, Puneet Sharma, Saikiran Rapaka
:
GPU-accelerated model for fast, three-dimensional fluid-structure interaction computations. EMBC 2015: 965-968 - [c14]Iulian Stroia, Lucian Mihai Itu, Cosmin Nita, Laszlo Lazar, Constantin Suciu:
GPU accelerated geometric multigrid method: Comparison with preconditioned conjugate gradient. HPEC 2015: 1-6 - [c13]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
:
Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling. MICCAI (2) 2015: 442-449 - 2014
- [c12]Lucian Mihai Itu, Constantin Suciu:
A method for modeling surrounding tissue support and its global effects on arterial hemodynamics. BHI 2014: 589-592 - [c11]Lucian Mihai Itu, Puneet Sharma, Bogdan Georgescu, Ali Kamen, Constantin Suciu, Dorin Comaniciu
:
Model based non-invasive estimation of PV loop from echocardiography. EMBC 2014: 6774-6777 - [c10]Anamaria Vizitiu, Lucian Mihai Itu, Cosmin Nita, Constantin Suciu:
Optimized three-dimensional stencil computation on Fermi and Kepler GPUs. HPEC 2014: 1-6 - [c9]Weijia Chen, Lucian Mihai Itu, Puneet Sharma, Ali Kamen:
Uncertainty quantification in medical image-based hemodynamic computations. ISBI 2014: 433-436 - [c8]Lucian Mihai Itu, Constantin Suciu:
An external tissue support model for the arterial wall based on in vivo data. MeMeA 2014: 159-163 - 2013
- [c7]Lucian Mihai Itu, Puneet Sharma, Ali Kamen, Constantin Suciu, Dorin Comaniciu
:
A novel coupling algorithm for computing blood flow in viscoelastic arterial models. EMBC 2013: 727-730 - [c6]Cosmin Nita, Lucian Mihai Itu, Constantin Suciu:
GPU accelerated blood flow computation using the Lattice Boltzmann Method. HPEC 2013: 1-6 - [c5]Viorel Mihalef, Saikiran Rapaka
, Mehmet A. Gülsün, Angelo Scorza, Puneet Sharma, Lucian Mihai Itu, Ali Kamen, Alex Barker, Michael Markl, Dorin Comaniciu
:
Model-Based Estimation of 4D Relative Pressure Map from 4D Flow MR Images. STACOM 2013: 236-243 - 2012
- [c4]Puneet Sharma, Lucian Mihai Itu, Xudong Zheng
, Ali Kamen, Dominik Bernhardt, Constantin Suciu, Dorin Comaniciu
:
A framework for personalization of coronary flow computations during rest and hyperemia. EMBC 2012: 6665-6668 - [c3]Lucian Mihai Itu, Puneet Sharma, Viorel Mihalef, Ali Kamen, Constantin Suciu, Dorm Lomaniciu:
A patient-specific reduced-order model for coronary circulation. ISBI 2012: 832-835 - [c2]Kristof Ralovich, Lucian Mihai Itu, Viorel Mihalef, Puneet Sharma, Razvan Ioan Ionasec, Dime Vitanovski, Waldemar Krawtschuk, Allen Everett, Richard Ringel, Nassir Navab, Dorin Comaniciu:
Hemodynamic Assessment of Pre- and Post-operative Aortic Coarctation from MRI. MICCAI (2) 2012: 486-493 - 2011
- [c1]Lucian Mihai Itu, Constantin Suciu, Florin Moldoveanu, Adrian Postelnicu:
GPU accelerated simulation of elliptic partial differential equations. IDAACS (1) 2011: 238-242
Coauthor Index
aka: Cosmin Ioan Nita
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last updated on 2024-08-22 20:48 CEST by the dblp team
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