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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 2024-10-07 21:19 CEST by the dblp team
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