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Publications
 

Journal papers


  1. D. Gutiérrez, A. Nehorai, and C. Muravchik, "Estimating Brain Conductivities and Dipole Source Signals with EEG Arrays," IEEE Transactions on Biomedical Engineering, vol.51, no.12, pp. 2113-2122, Dec. 2004. 
  2. D. Gutiérrez, A. Nehorai, and H. Preissl, "Ellipsoid Head Model for Fetal Magnetoencephalography: Forward and Inverse Solutions," Physics in Medicine and Biology, vol.50, no.9, pp. 2141-2157, May 2005.
  3. D. Gutiérrez, A. Nehorai, and A. Dogandzic, "Performance Analysis of Reduced-Rank Beamformers for Estimating Dipole Source Signals Using EEG/MEG," IEEE Transactions on Biomedical Engineering, vol.53, no.5, pp. 840-844, May 2006.
  4. D. Gutiérrez and A. Nehorai, "Array Response Kernels for EEG and MEG in Multilayer Ellipsoidal Geometry," IEEE Transactions on Biomedical Engineering, vol.55, no.3, pp. 1103-1111, Mar. 2008.
  5. D. Gutiérrez and D. I. Escalona-Vargas, "EEG Data Classification through Signal Spatial Redistribution and Optimized Linear Discriminants," Computer Methods and Programs in Biomedicine, vol.97, no.1, pp. 39-47, 2010.
  6. D. Gutiérrez and R. Salazar-Varas, "Using Eigenstructure Decomposition of Time-Varying Autoregressions in Common Spatial Patterns-Based EEG Signal Classification," Biomedical Signal Processing and Control, vol.7, no.6, pp.622-631, 2012.
  7. D. Gutiérrez, "Multivariate Time-Varying Autoregressive Modeling of Fetal Sympatho-Vagal Balance Through Gestation," Biomedical Engineering: Applications, Basis and Communications, vol. 25, no. 1, pp. 1350014/1-11, 2013.
  8. D. I. Escalona-Vargas, D. Gutiérrez, and I. López-Arévalo, "Performance of Different Metaheuristics in EEG Source Localization Compared to the Cramér-Rao Bound," to appear in Neurocomputing, 2013. DOI: 10.1016/j.neucom.2013.04.010
  9. C. C. Zaragoza-Martínez and D. Gutiérrez, "Electro/Magnetoencephalography Beamforming with Spatial Restrictions Based on Sparsity," in revision for Biomedical Signal Processing and Control, 2013.

Congress papers


  1. D. Gutiérrez, A. Nehorai, C. Muravchik, and J. Lewine. "Estimating Conductivities and Dipole Source Signal with EEG Arrays," in Proceedings of the 13th Biennial BIOMAG Conference, Jena, Germany, 2002, pp.700-702. 
  2. D. Gutiérrez, A. Nehorai, D. McKenzie, H. Eswaran, C. L. Lowery, and H. Preissl, "On-line Fetal Heart Rate Monitoring Using SQUID Sensor Arrays," in Proceedings of the 14th Biennial BIOMAG Conference, Boston, MA, USA, Aug. 2004, pp. 315-316. 
  3. D. Gutiérrez, A. Nehorai, and A. Dogandzic, "MEG Source Estimation in the Presence of Low-Rank Interference Using Cross-Spectral Metrics," in Proceedings of the 26th Annual IEEE/EMBS International Conference, San Francisco, CA, USA, Sept. 2004, pp.990-993. 
  4. S. Waldert, D. Gutiérrez, A. Nehorai, D. McKenzie, C. Lowery, P. Murphy, H. Eswaran, and H. Preissl, "Real-time Access of Magnetoencephalographic/cardiographic Data: Technical Realization and Application to Online Fetal Heart Rate Recording," in Proceedings of the 27th Annual IEEE/EMBS International Conference, Shangai, China, Sept. 2005, pp. 5987-5990. 
  5. D. Gutiérrez, F. García-Nocetti, and J. Solano-González, "Classification of Multichannel EEG Data using Lenght/Energy Transforms," in Proceedings of the 2005 1st IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Puerto Vallarta, Mexico, Dic. 2005, pp. 221-224.
  6. D. Gutiérrez and A. Nehorai, "Array Response Kernels for EEG/MEG in Single-Shell Ellipsoidal Geometry," in Proceedings of the 2005 1st IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Puerto Vallarta, Mexico, Dic. 2005, pp. 225-228.
  7. D. Gutiérrez and A. Nehorai, "Array Response Kernel for EEG in Four-Shell Ellipsoidal Geometry," in Proceedings of the 40th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, Nov. 2006, pp. 151-155.
  8. D. Gutiérrez, H. Preissl, H. Eswaran, and C.L. Lowery, "A Study of Fetal Sympatho-Vagal Balance at Various Gestational Periods Using the Length Transform on Magnetocardiographic Data," in Computers in Cardiology 2007, Durham, NC, USA, Oct. 2007, pp. 685-688. 
  9. D. Gutiérrez, "Using EEG/MEG Data of Cognitive Processes in Brain-Computer Interfaces," in Proceedings of the Tenth Mexican Symposium on Medical Physics, Mexico City, Mexico, Mar. 2008, pp. 31-36. 
  10. D. Gutiérrez, "Designing a spatial filter to improve SNR in two-class discrimination problems for BCI applications," in Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, Oct. 2008, pp. 372-377. 
  11. D. Gutiérrez, "Using Single/Multi-Channel Energy Transform as Preprocesing Tool for Magnetoencephalographic data-based applications," in Proceedings of the 20th International Conference on Electronics, Communications, and Computers, Cholula, Puebla, Mexico, Feb. 2010, pp. 114-118. 
  12. D. Gutiérrez, F.M. García-Guevara, I. Kiefer, R. Draganova, and H. Preissl, "Characterizing Fetal Sympatho-Vagal Balance Through Multivariate Time-Varying Autoregressive Modeling of Magnetocardiographic Data," in Proceedings of the 17th International Conference on Biomagnetism, Dubrovnik, Croatia, 2010, pp. 270-273. 
  13. D. Gutiérrez and Rocio Salazar-Varas, "EEG Signal Classification Using Time-Varying Autoregressive Models and Common Spatial Patterns," in Proceedings of the 33th Annual IEEE/EMBS International Conference, Boston, MA, USA, 2011, pp. 6585-6588. 
  14. D. I. Escalona-Vargas, D. Gutiérrez, and I. López-Arévalo, "Cramér-Rao Bounds on the Performance of Simulated Annealing and Genetic Algorithms in EEG Source Localization," in Proceedings of the 33th Annual IEEE/EMBS International Conference, Boston, MA, USA, 2011, pp. 7115-7118. 
  15. D. I. Escalona-Vargas, I. López-Arévalo, and D. Gutiérrez, "On the Performance of Metaheuristic Algorithms in the Solution of the EEG Inverse Problem," in Proceedings of the Third World Congress on Nature and Biologically Inspired Computing, Salamanca, Spain, Oct. 2011, pp. 70-75.  
  16. D. Gutiérrez and M. Alcocer-Sosa, "A Third-Order Approximate Solution of the EEG Forward Problem in Four-Shell Ellipsoidal Geometry," in Proceedings of the 46th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, EUA, Nov. 2012, pp. 633-637. 
  17. D. Gutiérrez and C. C. Zaragoza-Martínez, "EEG Source Localization Using Beamforming in Energy-Constrained Regions," in Proceedings of the 46th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, EUA, Nov. 2012, pp. 858-861. 
  18. T. Piotrowski, C. C. Zaragoza-Martínez, D. Gutiérrez, and I. Yamada, "MV-PURE estimator of dipole source signals in EEG," to appear in Proceedings of the 38th International Conference on Acoustics, Speech, and Signal Processing, Vancouver, Canada, May 2013. 

Other


  1. D. Gutiérrez, Ph. D. Thesis, University of Illinois at Chicago, 2005.
 
 
 
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