Dr Jesus Requena

Teaching

Big Data Processing (Postgraduate)

The 12 week module involves 2 hours of timetabled lectures per week. Laboratory sessions are timetabled at 2 hours per week for 6 to 7 weeks only. The module syllabus adopts a hands-on programming stance. In addition it focuses on algorithms and architectures to familiarise students with message-passing systems ((MPI) as adopted by industry. Parallel computing, which implies the simultaneous execution of several processes for solving a single problem, is a mainstream subject with wide ranging implications for computer architecture, algorithms design and programming. The UK has been at the forefront of this technology through its involvement in the development of several innovative architectures.Queen Mary has been involved with Parallel Computing for more than a decade. In this module, students will be introduced to parallel computing and will gain firsthand experience in relevant techniques.

Machine Learning (Postgraduate)

The aim of the module is to give students an understanding of machine learning methods, including pattern recognition, clustering and neural networks, and to allow them to apply such methods in a range of areas.

Research

Publications

• Beltran-Molina FA, Requena-Carrion J, Alonso-Atienza F et al. (2017). An Analytical Model for the Effects of the Spatial Resolution of Electrode Systems on the Spectrum of Cardiac Signals. nameOfConference

  
  

  DOI: 10.1109/ACCESS.2017.2747632

  
  

  QMRO: qmroHref
• Requena-Carrión J, Requena-Carrión VJ (2016). Distribution of transition times in a stochastic model of excitable cell: Insights into the cell-intrinsic mechanisms of randomness in neuronal interspike intervals. nameOfConference

  
  

  DOI: 10.1103/PhysRevE.93.042418

  
  

  QMRO: qmroHref
• Xu B, Chen Y, Requena-Carrion J (2016). Energy-aware power control in energy-cooperation enabled hetnets with hybrid energy supplies. nameOfConference

  
  

  DOI: 10.1109/GLOCOM.2016.7841804

  
  

  QMRO: qmroHref
• Beltran-Molina FA, Cruz-Salazar E, Requena-Carrion J (2015). Dependence of cardiac spectrum on the spatial resolution of the electrode systems in a realistic model of the canine ventricles. nameOfConference

  
  

  DOI: 10.1109/EMBC.2015.7318833

  
  

  QMRO: qmroHref
• Beltrán-Molina FA, Salgado LC, Martínez LJ et al. (2015). Analysis of the spectrum of cardiac signals during partially correlated spatiotemporal dynamics: A simulation approach. nameOfConference

  
  

  DOI: 10.1109/CIC.2015.7408592

  
  

  QMRO: qmroHref
• Wilby MR, Rodríguez González AB, Vinagre Díaz JJ et al. (2015). Neuromorphic Sensor Network Platform: A Bioinspired Tool to Grow Applications in Wireless Sensor Networks. nameOfConference

  
  

  DOI: 10.1155/2015/230401

  
  

  QMRO: qmroHref
• Requena-Carrión J, Wilby MR, Rodríguez-González AB et al. (2014). An activity-dependent hierarchical clustering method for sensory organization.. nameOfConference

  
  

  DOI: 10.1007/s00422-013-0577-z

  
  

  QMRO: qmroHref
• Requena-Carrión J, Alonso-Atienza F, Everss E et al. (2013). Analysis of the robustness of spectral indices during ventricular fibrillation. nameOfConference

  
  

  DOI: 10.1016/j.bspc.2013.06.013

  
  

  QMRO: qmroHref
• Requena-Carrión J, Beltrán-Molina FA, Marques AG (2013). Relating the spectrum of cardiac signals to the spatiotemporal dynamics of cardiac sources. nameOfConference

  
  

  DOI: 10.1016/j.bspc.2013.09.002

  
  

  QMRO: qmroHref
• Beltrán-Molina F, Requena-Carrión J, Väisänen J (2012). Analysis of the effects of lead configuration on cardiac spectrum. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Requena-Carrion J, Vaisanen J, Beltran-Molina FA (2012). Analysis of the spatial resolution of body-surface dominant-frequency mapping systems. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Beltrán-Molina F, Muñoz-Gómez A, Rodríguez AB et al. (2011). Effects of lead spatial resolution on the spectrum of cardiac signals: A simulation study. nameOfConference

  
  

  DOI: 10.1109/IEMBS.2011.6090770

  
  

  QMRO: qmroHref
• Figuera C, Morgado E, Gutiérrez-Pérez D et al. (2011). A multidisciplinary problem based learning experience for telecommunications students. nameOfConference

  
  

  DOI: 10.4018/jhcitp.2011070102

  
  

  QMRO: qmroHref
• Beltrán-Molina F, Muñoz-Gómez A, Rodríguez AB et al. (2011). Effects of lead spatial resolution on the spectrum of cardiac signals: a simulation study.. nameOfConference

  
  

  DOI: 10.1109/IEMBS.2011.6090770

  
  

  QMRO: qmroHref
• Requena-Carrion J, Leder RS, Beebe M et al. (2010). The educational value of teaching biomedical engineering history.. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Marques AG, González ABR, Rojo-Álvarez JL et al. (2010). Optimizing average performance of OFDM systems using limited-rate feedback. nameOfConference

  
  

  DOI: 10.1109/TWC.2010.082710.091328

  
  

  QMRO: qmroHref
• Sanchez-Fernandez CJ, Quevedo-Teruel O, Requena-Carrion J et al. (2010). Dual-band microstrip patch antenna based on short-circuited ring and spiral resonators for implantable medical devices. nameOfConference

  
  

  DOI: 10.1049/iet-map.2009.0594

  
  

  QMRO: qmroHref
• Requena-Carrión J, Alonso-Atienza F, Guerrero-Curieses A et al. (2010). A student-centered collaborative learning environment for developing communication skills in engineering education. nameOfConference

  
  

  DOI: 10.1109/EDUCON.2010.5492499

  
  

  QMRO: qmroHref
• Sanchez-Fernandez CJ, Quevedo-Teruel O, Requena-Carrion J et al. (2010). Dual-Band Implantable Antenna Based on Short-Circuited SRR. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Requena-Carrion J, Leder RS, Beebe M et al. (2010). The educational value of teaching biomedical engineering history.. nameOfConference

  
  

  DOI: 10.1109/IEMBS.2010.5627584

  
  

  QMRO: qmroHref
• Barquero-Pérez O, Rojo-Álvarez JL, Requena-Carrión J et al. (2009). Cardiac arrhythmia spectral analysis of electrogram signals using fourier organization analysis. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Requena-Carrión J, Väisänen J, Alonso-Atienza F et al. (2009). Sensitivity and spatial resolution of transvenous leads in implantable cardioverter defibrillator.. nameOfConference

  
  

  DOI: 10.1109/TBME.2009.2027425

  
  

  QMRO: qmroHref
• Requena-Carrion J, Leder RS (2009). The natural history of the Engineering in Medicine and Biology Society from a modern perspective.. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Requena-Carrión J, Rodríguez-González AB, Marques AG et al. (2009). Work in progress - Implantation of a collaborative student-centered learning environment in a wireless technology course. nameOfConference

  
  

  DOI: 10.1109/FIE.2009.5350489

  
  

  QMRO: qmroHref
• Sánchez Muñoz JJ, Rojo Alvarez JL, García Alberola A et al. (2009). Spectral Analysis of Sustained and Non-Sustained Ventricular Fibrillation in Patients with an Implantable Cardioverter-Defibrillator. nameOfConference

  
  

  DOI: 10.1016/S0300-8932(09)71337-5

  
  

  QMRO: qmroHref
• Sánchez Muñoz JJ, Rojo Alvarez JL, García Alberola A et al. (2009). Spectral analysis of sustained and non-sustained ventricular fibrillation in patients with an implantable cardioverter-defibrillator.. nameOfConference

  
  

  DOI: 10.1016/s1885-5857(09)72234-0

  
  

  QMRO: qmroHref
• Goya-Esteban R, Barquero-Pérez O, Alonso-Atienza F et al. (2009). A review on recent patents in digital processing for cardiac electric signals (I): From basic systems to arrhythmia analysis. nameOfConference

  
  

  DOI: 10.2174/1874764710902010022

  
  

  QMRO: qmroHref
• Barquero-Pérez O, Goya-Esteban R, Alonso-Atienza F et al. (2009). A review on recent patents in digital processing for cardiac electric signals (II): Advanced systems and applications. nameOfConference

  
  

  DOI: 10.2174/1874764710902010032

  
  

  QMRO: qmroHref
• Camps-Valls G, Muñoz-Marí J, Martínez-Ramón M et al. (2009). Learning non-linear time-scales with kernel γ-filters. nameOfConference

  
  

  DOI: 10.1016/j.neucom.2008.10.004

  
  

  QMRO: qmroHref
• Requena-Carrion J, Leder RS (2009). The natural history of the Engineering in Medicine and Biology Society from a modern perspective.. nameOfConference

  
  

  DOI: 10.1109/IEMBS.2009.5332441

  
  

  QMRO: qmroHref
• Väisänen J, Requena Carrión J, Hyttinen J (2008). Effects of activation origin on the subcutaneous ECG with horizontal and vertical bipolar lead orientation. nameOfConference

  
  

  DOI: 10.1109/CIC.2008.4749052

  
  

  QMRO: qmroHref
• Sánchez-Muñoz JJ, Rojo-Alvarez JL, García-Alberola A et al. (2008). Effects of the location of myocardial infarction on the spectral characteristics of ventricular fibrillation.. nameOfConference

  
  

  DOI: 10.1111/j.1540-8159.2008.01068.x

  
  

  QMRO: qmroHref
• Alonso-Atienza F, Requena-Carrión J, Rojo-Alvarez JL et al. (2007). Action potential alternans in LQT3 syndrome: a simulation study.. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Väisänen J, Requena-Carrión J, Alonso-Atienza F et al. (2007). Analysing effects of implant dimensions on electrocardiograph: A modeling approach. nameOfConference

  
  

  DOI: 10.1109/CIC.2007.4745416

  
  

  QMRO: qmroHref
• Requena-Carrión J, Väisänen J, Alonso-Atienza F et al. (2007). Comparison of the scope of true and integrated bipolar leads in implantable cardioverter defibrillators. nameOfConference

  
  

  DOI: 10.1109/CIC.2007.4745464

  
  

  QMRO: qmroHref
• Väisänen J, Requena-Carrión J, Alonso-Atienza F et al. (2007). Contribution of the left anterior myocardium to the body surface potentials in case of apical ectopic beat.. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Gimeno-Blanes FJ, Rojo-Álvarez JL, Requena-Carrión J et al. (2007). Denoising of heart rate variability signals during tilt test using independent component analysis and multidimensional recordings. nameOfConference

  
  

  DOI: 10.1109/CIC.2007.4745506

  
  

  QMRO: qmroHref
• Requena-Carrión J, Väisänen J, Alonso-Atienza F et al. (2007). Estimation of the scope of transvenous lead systems in implantable cardioverter defibrillators. nameOfConference

  
  

  DOI: 10.1109/IEMBS.2007.4352860

  
  

  QMRO: qmroHref
• Alonso-Atienza F, Requena-Carrión J, Rojo-Alvarez JL et al. (2007). Action potential alternans in LQT3 syndrome: a simulation study.. nameOfConference

  
  

  DOI: 10.1109/IEMBS.2007.4352371

  
  

  QMRO: qmroHref
• Väisänen J, Requena-Carrión J, Alonso-Atienza F et al. (2007). Contribution of the left anterior myocardium to the body surface potentials in case of apical ectopic beat.. nameOfConference

  
  

  DOI: 10.1109/IEMBS.2007.4352444

  
  

  QMRO: qmroHref
• Väisänen J, Requena-Carrión J, Alonso-Atienza F et al. (2007). Contributions of the 12 segments of left ventricular myocardium to the body surface potentials. nameOfConference

  
  

  DOI: 10.1007/978-3-540-72907-5_31

  
  

  QMRO: qmroHref
• Requena-Carrión J, Väisänen J, Alonso-Atienza F et al. (2007). Estimation of the scope of transvenous lead systems in implantable cardioverter defibrillators.. nameOfConference

  
  

  DOI: 10.1109/IEMBS.2007.4352860

  
  

  QMRO: qmroHref
• Requena-Carrión J, Väisänen J, Rojo-Álvarez JL et al. (2007). Numerical analysis of the resolution of surface electrocardiographic lead systems. nameOfConference

  
  

  DOI: 10.1007/978-3-540-72907-5_32

  
  

  QMRO: qmroHref
• Conde-Pardo P, Guerrero-Curieses A, Rojo-Álvarez JL et al. (2006). A new method for single-step robust post-processing of flow color Doppler M-mode images using support vector machines. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Requena-Carrión J, Rojo-Álvarez JL, Everss E et al. (2006). Changes in cardiac indices from implanted defibrillator-stored electrograms due to acquisition and preprocessing conditions. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• García Alberola A, Lacunza Ruiz J, Rojo Álvarez JL et al. (2005). Early heart rate increase does not predict the result of the head-up tilt test potentiated with nitroglycerin.. nameOfConference

  
  

  DOI: 10.1016/S1885-5857(06)60729-9

  
  

  QMRO: qmroHref
• García Alberola A, Lacunza Ruiz J, Rojo Alvarez JL et al. (2005). [Early heart rate increase does not predict the result of the head-up tilt test potentiated with nitroglycerin].. nameOfConference

  
  

  DOI: 10.1157/13074859

  
  

  QMRO: qmroHref
• Alonso Atienza F, Requena Carrión J, García Alberola A et al. (2005). A probabilistic model of cardiac electrical activity based on a cellular automata system. nameOfConference

  
  

  DOI: 10.1157/13070507

  
  

  QMRO: qmroHref
• Alonso Atienza F, Requena Carrión J, García Alberola A et al. (2005). A probabilistic model of cardiac electrical activity based on a cellular automata system.. nameOfConference

  
  

  DOI: 10.1016/S1885-5857(06)60233-8

  
  

  QMRO: qmroHref
• García Alberola A, Lacunza Ruiz J, Rojo Álvarez JL et al. (2005). Early heart rate increase does not predict the result of the head-up tilt test potentiated with nitroglycerin. nameOfConference

  
  

  DOI: 10.1157/13074859

  
  

  QMRO: qmroHref
• Alonso Atienza F, Requena Carrión J, García Alberola A et al. (2005). [A probabilistic model of cardiac electrical activity based on a cellular automata system].. nameOfConference

  
  

  DOI: 10.1157/13070507

  
  

  QMRO: qmroHref