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Miguel Lozano 0001
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- affiliation: University of Valencia, Computational Multiscale Simulation Lab (CoMMLab), Spain
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2020 – today
- 2025
- [j20]Pau Romero, Abel Pedrós, Rafael Sebastián, Miguel Lozano, Ignacio García-Fernández:
A robust shape model for blood vessels analysis. Appl. Math. Comput. 487: 129078 (2025) - 2024
- [j19]Pau Romero, Miguel Lozano, Lydia Dux-Santoy, Andrea Guala, Gisela Teixido-Tura, Rafael Sebastián, Ignacio García-Fernández:
Beyond the root: Geometric characterization for the diagnosis of syndromic heritable thoracic aortic diseases. Comput. Biol. Medicine 182: 109176 (2024) - [i2]Dolors Serra, Pau Romero, Paula Franco, Ignacio Bernat, Miguel Lozano, Ignacio García-Fernández, David Soto, Antonio Berruezo, Oscar Camara, Rafael Sebastián:
Unsupervised stratification of patients with myocardial infarction based on imaging and in-silico biomarkers. CoRR abs/2409.06526 (2024) - 2023
- [c47]Alejandro Liberos, Ximo Garcia-Gimeno, Giada S. Romitti, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo:
Role of Heterogeneous Ionic Profiles in Atrial Fibrillation Propagation. A Population of Models Study. CinC 2023: 1-4 - [c46]Giada S. Romitti, Alejandro Liberos, María Termenón-Rivas, Javier Barrios-Álvarez de Arcaya, Pau Romero, Dolors Serra, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo:
Evaluation of Automata-Based Simulations for Atrial Fibrillation in 2D/3D Geometries Reproducing Disease Progression. CinC 2023: 1-4 - [c45]María Termenón-Rivas, Javier Barrios-Álvarez de Arcaya, Giada S. Romitti, Pau Romero, Dolors Serra, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Alejandro Liberos, Miguel Rodrigo:
Substrate-Specific Simulations of Atrial Fibrillation Reproducing Electrophysiological Clinical Markers. CinC 2023: 1-4 - [c44]Giada S. Romitti, Alejandro Liberos, Pau Romero, Dolors Serra, I. García, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo:
Characterization of the Electrophysiological Characteristics of Chronic Atrial Fibrillation for Efficient Simulations. EMBC 2023: 1-4 - [c43]Dolors Serra, Paula Franco, Pau Romero, Giada S. Romitti, Ignacio García-Fernández, Miguel Lozano, Alejandro Liberos, Diego Penela, Antonio Berruezo, Oscar Camara, Miguel Rodrigo, Rafael Sebastián:
Assessment of Risk for Ventricular Tachycardia based on Extensive Electrophysiology Simulations. EMBC 2023: 1-4 - [c42]Giada S. Romitti, Alejandro Liberos, Pau Romero, Dolors Serra, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo:
Cellular Automata for Fast Simulations of Arrhythmogenic Atrial Substrate. FIMH 2023: 107-116 - [c41]Dolors Serra, Pau Romero, Miguel Lozano, Ignacio García-Fernández, Diego Penela, Antonio Berruezo, Oscar Camara, Miguel Rodrigo, Miriam Gil, Rafael Sebastián:
Patient Stratification Based on Fast Simulation of Cardiac Electrophysiology on Digital Twins. STACOM@MICCAI 2023: 35-43 - [i1]Pau Romero, Abel Pedrós, Rafael Sebastián, Miguel Lozano, Ignacio García-Fernández:
Robust inter-patient comparison and analysis of blood vessels through the univocal definition of point coordinates. CoRR abs/2311.00888 (2023) - 2022
- [c40]Pau Romero, Miguel Lozano, Giada S. Romitti, Dolors Serra, Ignacio García-Fernández, Alejandro Liberos, Miguel Rodrigo, Rafael Sebastián:
Machine Learning Based Cell Model for Fast Approximation of Cellular Action Potential to Enable Clinical Translation. CinC 2022: 1-4 - [c39]Giada S. Romitti, Pau Romero, Alejandro Liberos, Dolors Serra, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo:
The Effects of Long- and Short-term Memory on Action Potential Duration for Atrial Cellular Automata. CinC 2022: 1-4 - [c38]Dolors Serra, Paula Franco, Pau Romero, Ignacio García-Fernández, Miguel Lozano, David Soto, Diego Penela, Antonio Berruezo, Oscar Camara, Rafael Sebastián:
Personalized Fast Electrophysiology Simulations to Evaluate Arrhythmogenicity of Ventricular Slow Conduction Channels. STACOM@MICCAI 2022: 56-64 - 2021
- [j18]Fernando Barber, Peter Langfield, Miguel Lozano, Ignacio García-Fernández, Josselin Duchateau, Mélèze Hocini, Michel Haïssaguerre, Edward J. Vigmond, Rafael Sebastián:
Estimation of Personalized Minimal Purkinje Systems From Human Electro-Anatomical Maps. IEEE Trans. Medical Imaging 40(8): 2182-2194 (2021) - [c37]Fernando Barber, Peter Langfield, Miguel Lozano, Ignacio García-Fernández, Josselin Duchateau, Mélèze Hocini, Michel Haïssaguerre, Edward J. Vigmond, Rafael Sebastián:
Personalization of ventricular cardiac conduction system models to reproduce patient electrocardiogram. CinC 2021: 1-4 - [c36]Dolors Serra, Pau Romero, Miguel Lozano, Ignacio García-Fernández, Alejandro Liberos, Miguel Rodrigo, Antonio Berruezo, Alfonso Bueno-Orovio, Rafael Sebastián:
Arrhythmic3D: a fast automata-based tool to simulate and assess arrhythmia risk in 3D ventricular models. CinC 2021: 1-4 - [c35]Pau Romero, Dolors Serra, Miguel Lozano, Rafael Sebastián, Ignacio García-Fernández:
Assessment of Geometric Models for the Approximation of Aorta Cross-Sections. FIMH 2021: 84-92 - [c34]Dolors Serra, Pau Romero, Miguel Lozano, Ignacio García-Fernández, Alejandro Liberos, Miguel Rodrigo, Antonio Berruezo, Alfonso Bueno-Orovio, Rafael Sebastián:
Simplified Electrophysiology Modeling Framework to Assess Ventricular Arrhythmia Risk in Infarcted Patients. FIMH 2021: 531-539
2010 – 2019
- 2019
- [c33]Rubén Doste, Miguel Lozano, Juan Francisco Gomez, Alejandro Alcaine, Lluís Mont, Antonio Berruezo, Oscar Camara, Rafael Sebastián:
Predicting the Origin of Outflow Tract Ventricular Arrhythmias Using Machine Learning Techniques Trained With Patient-Specific Electrophysiological Simulations. CinC 2019: 1-4 - 2018
- [c32]Eduardo J. Godoy, Miguel Lozano, Ignacio García-Fernández, Rafael Sebastián:
Combining Biophysical Modeling and Machine Learning to Predict Location of Atrial Ectopic Triggers. CinC 2018: 1-4 - 2017
- [j17]Francisco Martinez-Gil, Miguel Lozano, Ignacio García-Fernández, Fernando Fernández:
Modeling, Evaluation, and Scale on Artificial Pedestrians: A Literature Review. ACM Comput. Surv. 50(5): 72:1-72:35 (2017) - [j16]Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández:
Emergent behaviors and scalability for multi-agent reinforcement learning-based pedestrian models. Simul. Model. Pract. Theory 74: 117-133 (2017) - [c31]Fernando Barber, Miguel Lozano, Ignacio García-Fernández, Rafael Sebastián:
Estimation of Location and Activation Time of Purkinje Myocardial Junctions from Sparse and Noisy Endocardial Electrical Samples. CinC 2017 - 2016
- [c30]Cristóbal Rodero, Pablo Real, Pedro Zuñeda, Carlos Monteagudo, Miguel Lozano, Ignacio García-Fernández:
Characterisation of Position Based Dynamics for Elastic Materials. CEIG 2016: 49-57 - [c29]Carlos Monteagudo, Miguel Lozano, Ignacio García-Fernández, Francisco Martinez-Gil:
Phase Space Data-Driven Simulation of Elastic Materials. CEIG 2016: 69-73 - [c28]Fernando Barber, Miguel Lozano, Ignacio García-Fernández, Rafael Sebastián:
Automatic Location of Sources of Electrical Activation from Electroanatomical Maps. CinC 2016 - 2015
- [j15]Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández:
Strategies for simulating pedestrian navigation with multiple reinforcement learning agents. Auton. Agents Multi Agent Syst. 29(1): 98-130 (2015) - 2014
- [j14]Francisco Grimaldo, Juan M. Orduña, Miguel Lozano, Francisco Ródenas, Jorge Garcés:
Towards a Simulator of Integrated Long-Term Care Systems for Elderly People. Int. J. Artif. Intell. Tools 23(1) (2014) - [j13]Guillermo Vigueras, Juan M. Orduña, Miguel Lozano, José M. Cecilia, José M. García:
Accelerating collision detection for large-scale crowd simulation on multi-core and many-core architectures. Int. J. High Perform. Comput. Appl. 28(1): 33-49 (2014) - [j12]Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández:
MARL-Ped: A multi-agent reinforcement learning based framework to simulate pedestrian groups. Simul. Model. Pract. Theory 47: 259-275 (2014) - [j11]Pascual Pérez-Carro, Francisco Grimaldo, Miguel Lozano, Juan M. Orduña:
Characterization of the Jason multiagent platform on multicore processors. Sci. Program. 22(1): 21-35 (2014) - [c27]Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández:
Emergent Collective Behaviors in a Multi-agent Reinforcement Learning Pedestrian Simulation: A Case Study. MABS 2014: 228-238 - 2013
- [j10]Guillermo Vigueras, Juan M. Orduña, Miguel Lozano, Yvon Jégou:
A scalable multiagent system architecture for interactive applications. Sci. Comput. Program. 78(6): 715-724 (2013) - [j9]Guillermo Vigueras, Juan M. Orduña, Miguel Lozano:
A Read-Copy Update based parallel server for distributed crowd simulations. J. Supercomput. 64(1): 156-166 (2013) - 2012
- [j8]Francisco Grimaldo, Miguel Lozano, Fernando Barber, Alejandro Guerra-Hernández:
Towards a model for urban mobility social simulation. Prog. Artif. Intell. 1(2): 149-156 (2012) - [c26]Miguel Lozano, Ignacio García-Fernández, Juan Manuel Orduña:
Population Dynamics Visualization. CEIG 2012: 161 - [c25]Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández:
Calibrating a Motion Model Based on Reinforcement Learning for Pedestrian Simulation. MIG 2012: 302-313 - 2011
- [j7]Guillermo Vigueras, Juan M. Orduña, Miguel Lozano, Yiorgos Chrysanthou:
A distributed visualization system for crowd simulations. Integr. Comput. Aided Eng. 18(4): 349-363 (2011) - [j6]Francisco Grimaldo, Miguel Lozano, Fernando Barber:
J-MADeM, a market-based model for complex decision problems. Log. J. IGPL 19(2): 333-342 (2011) - [j5]Guillermo Vigueras, Miguel Lozano, Juan M. Orduña:
Workload balancing in distributed crowd simulations: the partitioning method. J. Supercomput. 58(2): 261-269 (2011) - [c24]Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández:
Multi-agent Reinforcement Learning for Simulating Pedestrian Navigation. ALA 2011: 54-69 - [c23]Francisco Grimaldo, Miguel Lozano, Fernando Barber, Alejandro Guerra-Hernández:
A J-MADeM Agent-Based Social Simulation to Model Urban Mobility. PAAMS 2011: 1-11 - 2010
- [j4]Guillermo Vigueras, Miguel Lozano, Juan Manuel Orduña, Francisco Grimaldo:
A comparative study of partitioning methods for crowd simulations. Appl. Soft Comput. 10(1): 225-235 (2010) - [c22]Victor Fernández-Bauset, Francisco Grimaldo, Miguel Lozano, Juan M. Orduña:
Tuning Java to Run Interactive Multiagent Simulations over Jason. Australasian Conference on Artificial Intelligence 2010: 354-363 - [c21]Victor Fernández, Francisco Grimaldo, Miguel Lozano, Juan M. Orduña:
Evaluating Jason for Distributed Crowd Simulations. ICAART (2) 2010: 206-211 - [c20]Francisco Martinez-Gil, Fernando Barber, Miguel Lozano, Francisco Grimaldo, Fernando Fernández:
A Reinforcement Learning Approach for Multiagent Navigation. ICAART (1) 2010: 607-610 - [c19]Guillermo Vigueras, Juan M. Orduña, Miguel Lozano:
Performance improvements of real-time crowd simulations. IPDPS Workshops 2010: 1-4 - [c18]Guillermo Vigueras, Juan M. Orduña, Miguel Lozano:
A GPU-Based Multi-agent System for Real-Time Simulations. PAAMS 2010: 15-24
2000 – 2009
- 2009
- [j3]Miguel Lozano, Pedro Morillo, Juan M. Orduña, Vicente Cavero, Guillermo Vigueras:
A new system architecture for crowd simulation. J. Netw. Comput. Appl. 32(2): 474-482 (2009) - [c17]Francisco Grimaldo, Miguel Lozano, Fernando Barber:
J-MADeM, an open-source library for social decision-making. CCIA 2009: 207-214 - 2008
- [j2]Francisco Grimaldo, Miguel Lozano, Fernando Barber, Guillermo Vigueras:
Simulating socially intelligent agents in semantic virtual environments. Knowl. Eng. Rev. 23(4): 369-388 (2008) - [c16]Francisco Grimaldo, Miguel Lozano, Fernando Barber:
MADeM: a multi-modal decision making for social MAS. AAMAS (1) 2008: 183-190 - [c15]Guillermo Vigueras, Miguel Lozano, Juan Manuel Orduña, Francisco Grimaldo:
Improving the Performance of Partitioning Methods for Crowd Simulations. HIS 2008: 102-107 - [c14]Guillermo Vigueras, Miguel Lozano, Carlos Perez, Juan M. Orduña:
A Scalable Architecture for Crowd Simulation: Implementing a Parallel Action Server. ICPP 2008: 430-437 - [p1]Francisco Grimaldo, Miguel Lozano, Fernando Barber:
A Multiagent Framework to Animate Socially Intelligent Agents. Innovations in Hybrid Intelligent Systems 2008: 17-24 - 2007
- [c13]Miguel Lozano, Pedro Morillo, Juan M. Orduña, Vicente Cavero:
On the Design of an Efficient Architecture for Supporting Large Crowds of Autonomous Agents. AINA 2007: 716-723 - [c12]Francisco Grimaldo, Miguel Lozano, Fernando Barber:
Coordination and Sociability for Intelligent Virtual Agents. COIN 2007: 58-70 - [c11]Francisco Grimaldo, Miguel Lozano, Fernando Barber, Guillermo Vigueras:
Animating groups of Socially Intelligent Agents. CW 2007: 136-143 - [c10]Miguel Lozano, Pedro Morillo, Daniel Lewis, Dirk Reiners, Carolina Cruz-Neira:
A Distributed Framework for Scalable Large-Scale Crowd Simulation. HCI (14) 2007: 111-121 - [c9]Miguel Lozano, Juan M. Orduña, Vicente Cavero:
A Genetic Approach for Distributing Semantic Databases of Crowd Simulations. IPDPS 2007: 1-8 - [c8]Francisco Grimaldo, Miguel Lozano, Fernando Barber:
Social Animation in Complex Environments. IVA 2007: 379-380 - 2005
- [c7]Francisco Grimaldo, Miguel Lozano, Fernando Barber, Juan M. Orduña:
Integrating Social Skills in Task-Oriented 3D IVA. IVA 2005: 358-370 - 2004
- [j1]Miguel Lozano, Carlos Calderon:
Entornos Virtuales 3D clásicos e inteligentes: Hacia un nuevo marco de simulación para aplicaciones gráficas 3D interactivas. Inteligencia Artif. 8(23): 85-94 (2004) - [c6]Miguel Lozano, Francisco Grimaldo, Fernando Barber:
Integrating miniMin-HSP Agents in a Dynamic Simulation Framework. SETN 2004: 535-544 - 2003
- [c5]Miguel Lozano, Rafael Lucia, Fernando Barber, Francisco Grimaldo, António Lucas Soares, Alicia Fornés:
An Efficient Synthetic Vision System for 3D Multi-character Systems. IVA 2003: 356-357 - [c4]Miguel Lozano, Francisco Grimaldo, Javier Villaplana:
Towards Reactive Navigation and Attention Skills for 3D Intelligent Characters. IWANN (2) 2003: 209-216 - 2002
- [c3]Miguel Lozano, Steven J. Mead, Marc Cavazza, Fred Charles:
Search Based Planning: A Model for Character Behaviour. GAME-ON 2002 - [c2]Mariano Pérez, Marcos Fernández, Miguel Lozano:
Adding Synthetic Detail to Natural Terrain Using a Wavelet Approach. International Conference on Computational Science (2) 2002: 22-31 - [c1]Miguel Lozano, Javier Molina:
A neural approach to an attentive navigation for 3D intelligent virtual agents. SMC 2002: 5
Coauthor Index
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