Miguel Lozano

72 papers A 1B 6C 4Misc 3Journal 24Unranked 33
YearRankTypeTitle / Venue / Authors
2025 J jnl
A robust shape model for blood vessels analysis.
Appl. Math. Comput.
Pau Romero, Abel Pedrós, Rafael Sebastián, Miguel Lozano, Ignacio García-Fernández
2025 J jnl
Implementation of a Cellular Automaton for efficient simulations of atrial arrhythmias.
Medical Image Anal.
Giada S. Romitti, Alejandro Liberos, María Termenón-Rivas, Javier Barrios-Álvarez de Arcaya, Dolors Serra, Pau Romero, David Calvo, Miguel Lozano, Ignacio García-Fernández, Rafael Sebastián, Miguel Rodrigo
2025 J jnl
Unsupervised Stratification of Patients With Myocardial Infarction Based on Imaging and In-Silico Biomarkers.
IEEE Trans. Medical Imaging
Dolors Serra, Pau Romero, Paula Franco, Ignacio Bernat, Miguel Lozano, Ignacio García-Fernández, David Soto, Antonio Berruezo, Oscar Camara, Rafael Sebastián
2024 J jnl
Beyond the root: Geometric characterization for the diagnosis of syndromic heritable thoracic aortic diseases.
Comput. Biol. Medicine
Pau Romero, Miguel Lozano, Lydia Dux-Santoy, Andrea Guala, Gisela Teixido-Tura, Rafael Sebastián, Ignacio García-Fernández
2024 J jnl
Unsupervised stratification of patients with myocardial infarction based on imaging and in-silico biomarkers.
CoRR
Dolors Serra, Pau Romero, Paula Franco, Ignacio Bernat, Miguel Lozano, Ignacio García-Fernández, David Soto, Antonio Berruezo, Oscar Camara, Rafael Sebastián
2023 — conf
Assessment of Risk for Ventricular Tachycardia based on Extensive Electrophysiology Simulations.
EMBC
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
2023 — conf
Cellular Automata for Fast Simulations of Arrhythmogenic Atrial Substrate.
FIMH
Giada S. Romitti, Alejandro Liberos, Pau Romero, Dolors Serra, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo
2023 — conf
Characterization of the Electrophysiological Characteristics of Chronic Atrial Fibrillation for Efficient Simulations.
EMBC
Giada S. Romitti, Alejandro Liberos, Pau Romero, Dolors Serra, I. García, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo
2023 — conf
Evaluation of Automata-Based Simulations for Atrial Fibrillation in 2D/3D Geometries Reproducing Disease Progression.
CinC
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
2023 — conf
Patient Stratification Based on Fast Simulation of Cardiac Electrophysiology on Digital Twins.
STACOM@MICCAI
Dolors Serra, Pau Romero, Miguel Lozano, Ignacio García-Fernández, Diego Penela, Antonio Berruezo, Oscar Camara, Miguel Rodrigo, Miriam Gil, Rafael Sebastián
2023 J jnl
Robust inter-patient comparison and analysis of blood vessels through the univocal definition of point coordinates.
CoRR
Pau Romero, Abel Pedrós, Rafael Sebastián, Miguel Lozano, Ignacio García-Fernández
2023 — conf
Role of Heterogeneous Ionic Profiles in Atrial Fibrillation Propagation. A Population of Models Study.
CinC
Alejandro Liberos, Ximo Garcia-Gimeno, Giada S. Romitti, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo
2023 — conf
Substrate-Specific Simulations of Atrial Fibrillation Reproducing Electrophysiological Clinical Markers.
CinC
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
2022 — conf
Machine Learning Based Cell Model for Fast Approximation of Cellular Action Potential to Enable Clinical Translation.
CinC
Pau Romero, Miguel Lozano, Giada S. Romitti, Dolors Serra, Ignacio García-Fernández, Alejandro Liberos, Miguel Rodrigo, Rafael Sebastián
2022 — conf
Personalized Fast Electrophysiology Simulations to Evaluate Arrhythmogenicity of Ventricular Slow Conduction Channels.
STACOM@MICCAI
Dolors Serra, Paula Franco, Pau Romero, Ignacio García-Fernández, Miguel Lozano, David Soto, Diego Penela, Antonio Berruezo, Oscar Camara, Rafael Sebastián
2022 — conf
The Effects of Long- and Short-term Memory on Action Potential Duration for Atrial Cellular Automata.
CinC
Giada S. Romitti, Pau Romero, Alejandro Liberos, Dolors Serra, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo
2021 — conf
Arrhythmic3D: a fast automata-based tool to simulate and assess arrhythmia risk in 3D ventricular models.
CinC
Dolors Serra, Pau Romero, Miguel Lozano, Ignacio García-Fernández, Alejandro Liberos, Miguel Rodrigo, Antonio Berruezo, Alfonso Bueno-Orovio, Rafael Sebastián
2021 — conf
Assessment of Geometric Models for the Approximation of Aorta Cross-Sections.
FIMH
Pau Romero, Dolors Serra, Miguel Lozano, Rafael Sebastián, Ignacio García-Fernández
2021 J jnl
Estimation of Personalized Minimal Purkinje Systems From Human Electro-Anatomical Maps.
IEEE Trans. Medical Imaging
Fernando Barber, Peter Langfield, Miguel Lozano, Ignacio García-Fernández, Josselin Duchateau, Mélèze Hocini, Michel Haïssaguerre, Edward J. Vigmond, Rafael Sebastián
2021 — conf
Personalization of ventricular cardiac conduction system models to reproduce patient electrocardiogram.
CinC
Fernando Barber, Peter Langfield, Miguel Lozano, Ignacio García-Fernández, Josselin Duchateau, Mélèze Hocini, Michel Haïssaguerre, Edward J. Vigmond, Rafael Sebastián
2021 — conf
Simplified Electrophysiology Modeling Framework to Assess Ventricular Arrhythmia Risk in Infarcted Patients.
FIMH
Dolors Serra, Pau Romero, Miguel Lozano, Ignacio García-Fernández, Alejandro Liberos, Miguel Rodrigo, Antonio Berruezo, Alfonso Bueno-Orovio, Rafael Sebastián
2019 — conf
Predicting the Origin of Outflow Tract Ventricular Arrhythmias Using Machine Learning Techniques Trained With Patient-Specific Electrophysiological Simulations.
CinC
Rubén Doste, Miguel Lozano, Juan Francisco Gomez, Alejandro Alcaine, Lluís Mont, Antonio Berruezo, Oscar Camara, Rafael Sebastián
2018 — conf
Combining Biophysical Modeling and Machine Learning to Predict Location of Atrial Ectopic Triggers.
CinC
Eduardo J. Godoy, Miguel Lozano, Ignacio García-Fernández, Rafael Sebastián
2017 J jnl
Emergent behaviors and scalability for multi-agent reinforcement learning-based pedestrian models.
Simul. Model. Pract. Theory
Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
2017 — conf
Estimation of Location and Activation Time of Purkinje Myocardial Junctions from Sparse and Noisy Endocardial Electrical Samples.
CinC
Fernando Barber, Miguel Lozano, Ignacio García-Fernández, Rafael Sebastián
2017 J jnl
Modeling, Evaluation, and Scale on Artificial Pedestrians: A Literature Review.
ACM Comput. Surv.
Francisco Martinez-Gil, Miguel Lozano, Ignacio García-Fernández, Fernando Fernández
2016 — conf
Automatic Location of Sources of Electrical Activation from Electroanatomical Maps.
CinC
Fernando Barber, Miguel Lozano, Ignacio García-Fernández, Rafael Sebastián
2016 — conf
Characterisation of Position Based Dynamics for Elastic Materials.
CEIG
Cristóbal Rodero, Pablo Real, Pedro Zuñeda, Carlos Monteagudo, Miguel Lozano, Ignacio García-Fernández
2016 — conf
Phase Space Data-Driven Simulation of Elastic Materials.
CEIG
Carlos Monteagudo, Miguel Lozano, Ignacio García-Fernández, Francisco Martinez-Gil
2015 J jnl
Strategies for simulating pedestrian navigation with multiple reinforcement learning agents.
Auton. Agents Multi Agent Syst.
Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
2014 J jnl
Accelerating collision detection for large-scale crowd simulation on multi-core and many-core architectures.
Int. J. High Perform. Comput. Appl.
Guillermo Vigueras, Juan M. Orduña, Miguel Lozano, José M. Cecilia, José M. García
2014 J jnl
Characterization of the Jason multiagent platform on multicore processors.
Sci. Program.
Pascual Pérez-Carro, Francisco Grimaldo, Miguel Lozano, Juan M. Orduña
2014 C conf
Emergent Collective Behaviors in a Multi-agent Reinforcement Learning Pedestrian Simulation: A Case Study.
MABS
Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
2014 J jnl
MARL-Ped: A multi-agent reinforcement learning based framework to simulate pedestrian groups.
Simul. Model. Pract. Theory
Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
2014 J jnl
Towards a Simulator of Integrated Long-Term Care Systems for Elderly People.
Int. J. Artif. Intell. Tools
Francisco Grimaldo, Juan M. Orduña, Miguel Lozano, Francisco Ródenas, Jorge Garcés
2013 J jnl
A Read-Copy Update based parallel server for distributed crowd simulations.
J. Supercomput.
Guillermo Vigueras, Juan M. Orduña, Miguel Lozano
2013 J jnl
A scalable multiagent system architecture for interactive applications.
Sci. Comput. Program.
Guillermo Vigueras, Juan M. Orduña, Miguel Lozano, Yvon Jégou
2012 C conf
Calibrating a Motion Model Based on Reinforcement Learning for Pedestrian Simulation.
MIG
Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
2012 — conf
Population Dynamics Visualization.
CEIG
Miguel Lozano, Ignacio García-Fernández, Juan Manuel Orduña
2012 J jnl
Towards a model for urban mobility social simulation.
Prog. Artif. Intell.
Francisco Grimaldo, Miguel Lozano, Fernando Barber, Alejandro Guerra-Hernández
2011 Misc conf
A J-MADeM Agent-Based Social Simulation to Model Urban Mobility.
PAAMS
Francisco Grimaldo, Miguel Lozano, Fernando Barber, Alejandro Guerra-Hernández
2011 J jnl
A distributed visualization system for crowd simulations.
Integr. Comput. Aided Eng.
Guillermo Vigueras, Juan M. Orduña, Miguel Lozano, Yiorgos Chrysanthou
2011 J jnl
J-MADeM, a market-based model for complex decision problems.
Log. J. IGPL
Francisco Grimaldo, Miguel Lozano, Fernando Barber
2011 — conf
Multi-agent Reinforcement Learning for Simulating Pedestrian Navigation.
ALA
Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
2011 J jnl
Workload balancing in distributed crowd simulations: the partitioning method.
J. Supercomput.
Guillermo Vigueras, Miguel Lozano, Juan M. Orduña
2010 Misc conf
A GPU-Based Multi-agent System for Real-Time Simulations.
PAAMS
Guillermo Vigueras, Juan M. Orduña, Miguel Lozano
2010 — conf
A Reinforcement Learning Approach for Multiagent Navigation.
ICAART (1)
Francisco Martinez-Gil, Fernando Barber, Miguel Lozano, Francisco Grimaldo, Fernando Fernández
2010 J jnl
A comparative study of partitioning methods for crowd simulations.
Appl. Soft Comput.
Guillermo Vigueras, Miguel Lozano, Juan Manuel Orduña, Francisco Grimaldo
2010 — conf
Evaluating Jason for Distributed Crowd Simulations.
ICAART (2)
Victor Fernández, Francisco Grimaldo, Miguel Lozano, Juan M. Orduña
2010 — conf
Performance improvements of real-time crowd simulations.
IPDPS Workshops
Guillermo Vigueras, Juan M. Orduña, Miguel Lozano
2010 — conf
Tuning Java to Run Interactive Multiagent Simulations over Jason.
Australasian Conference on Artificial Intelligence
Victor Fernández-Bauset, Francisco Grimaldo, Miguel Lozano, Juan M. Orduña
2009 J jnl
A new system architecture for crowd simulation.
J. Netw. Comput. Appl.
Miguel Lozano, Pedro Morillo, Juan M. Orduña, Vicente Cavero, Guillermo Vigueras
2009 — conf
J-MADeM, an open-source library for social decision-making.
CCIA
Francisco Grimaldo, Miguel Lozano, Fernando Barber
2008 — ch.
A Multiagent Framework to Animate Socially Intelligent Agents.
Innovations in Hybrid Intelligent Systems
Francisco Grimaldo, Miguel Lozano, Fernando Barber
2008 B conf
A Scalable Architecture for Crowd Simulation: Implementing a Parallel Action Server.
ICPP
Guillermo Vigueras, Miguel Lozano, Carlos Perez, Juan M. Orduña
2008 C conf
Improving the Performance of Partitioning Methods for Crowd Simulations.
HIS
Guillermo Vigueras, Miguel Lozano, Juan Manuel Orduña, Francisco Grimaldo
2008 — conf
MADeM: a multi-modal decision making for social MAS.
AAMAS (1)
Francisco Grimaldo, Miguel Lozano, Fernando Barber
2008 J jnl
Simulating socially intelligent agents in semantic virtual environments.
Knowl. Eng. Rev.
Francisco Grimaldo, Miguel Lozano, Fernando Barber, Guillermo Vigueras
2007 — conf
A Distributed Framework for Scalable Large-Scale Crowd Simulation.
HCI (14)
Miguel Lozano, Pedro Morillo, Daniel Lewis, Dirk Reiners, Carolina Cruz-Neira
2007 A conf
A Genetic Approach for Distributing Semantic Databases of Crowd Simulations.
IPDPS
Miguel Lozano, Juan M. Orduña, Vicente Cavero
2007 C conf
Animating groups of Socially Intelligent Agents.
CW
Francisco Grimaldo, Miguel Lozano, Fernando Barber, Guillermo Vigueras
2007 — conf
Coordination and Sociability for Intelligent Virtual Agents.
COIN
Francisco Grimaldo, Miguel Lozano, Fernando Barber
2007 B conf
On the Design of an Efficient Architecture for Supporting Large Crowds of Autonomous Agents.
AINA
Miguel Lozano, Pedro Morillo, Juan M. Orduña, Vicente Cavero
2007 B conf
Social Animation in Complex Environments.
IVA
Francisco Grimaldo, Miguel Lozano, Fernando Barber
2005 B conf
Integrating Social Skills in Task-Oriented 3D IVA.
IVA
Francisco Grimaldo, Miguel Lozano, Fernando Barber, Juan M. Orduña
2004 J jnl
Entornos Virtuales 3D clásicos e inteligentes: Hacia un nuevo marco de simulación para aplicaciones gráficas 3D interactivas.
Inteligencia Artif.
Miguel Lozano, Carlos Calderon
2004 — conf
Integrating miniMin-HSP Agents in a Dynamic Simulation Framework.
SETN
Miguel Lozano, Francisco Grimaldo, Fernando Barber
2003 B conf
An Efficient Synthetic Vision System for 3D Multi-character Systems.
IVA
Miguel Lozano, Rafael Lucia, Fernando Barber, Francisco Grimaldo, António Lucas Soares, Alicia Fornés
2003 — conf
Towards Reactive Navigation and Attention Skills for 3D Intelligent Characters.
IWANN (2)
Miguel Lozano, Francisco Grimaldo, Javier Villaplana
2002 B conf
A neural approach to an attentive navigation for 3D intelligent virtual agents.
SMC
Miguel Lozano, Javier Molina
2002 Misc conf
Adding Synthetic Detail to Natural Terrain Using a Wavelet Approach.
International Conference on Computational Science (2)
Mariano Pérez, Marcos Fernández, Miguel Lozano
2002 — conf
Search Based Planning: A Model for Character Behaviour.
GAME-ON
Miguel Lozano, Steven J. Mead, Marc Cavazza, Fred Charles