Journal papers

  1. T. Piotrowski, J. Nikadon, and D. Gutiérrez, "MVPURE Spatial Filters Applicable to EEG/MEG Source Reconstruction," submitted to IEEE Transactions on Signal Processing.
  2. G. Presbitero, W. R. Lemus-Martínez, J. F. Vilchez, P. García, A. Martinez-Davalos, A. Arizmendi-Morquecho, and D. Gutiérrez, "Characterization of the Mechanical Properties of Trabecular Bone with Signs of Osteoporosis," submitted to Biomedical Physics & Engineering Express.
  3. G. M. Martínez-Aguilar and D. Gutiérrez, "Using cortico-muscular and cortico-cardiac coherence to study the role of the brain in the development of muscular fatigue," to appear in Biomedical Signal Processing and Control, 2019.
  4. J. A. Gaxiola-Tirado, R. Salazar-Varas, and D. Gutiérrez, "Using the partial directed coherence to assess functional connectivity in electroencephalographic data for brain-computer interfaces," IEEE Transactions on Cognitive and Developmental Systems, vol. 10, no. 3, pp. 776-783, 2018. DOI: 10.1109/TCDS.2017.2777180
  5. G. Presbítero, M. A. L. Hernández-Rodríguez, G. R. Contreras-Hernández, J. Félix-Vilchez, O. Susarrey, and D. Gutiérrez, "Microdamage distribution in fatigue fractures of bone allografts following gamma-ray exposure," Acta of Bioengineering and Biomechanics, vol. 19, no. 4, pp. 43-53, 2017. DOI: 10.5277/ABB-00824-2017-04
  6. M. Alcocer-Sosa and D. Gutiérrez, "Third-order Harmonic Expansion of the Magnetoencephalography Forward and Inverse Problems in an Ellipsoidal Brain Model," International Journal for Numerical Methods in Biomedical Engineering, vol. 33, no. 4, id. e02810, 2017. DOI: 10.1002/cnm.2810
  7. C. C. Zaragoza-Martínez and D. Gutiérrez, "New Perspectives on the Use of Spatial Filters in Magnetoencephalographic Array Processing," Computación y Sistemas, An International Journal on Computer Science and Applications, vol. 20, no. 1, pp. 115-125, 2016. DOI: 10.13053/CyS-20-1-2185
  8. D. Gutiérrez and M. A. Ramírez-Moreno, "Assessing a Learning Process with Functional ANOVA Estimators of EEG Power Spectral Densities," Cognitive Neurodynamics, vol. 10, no. 2, pp. 175-183, 2016. DOI: 10.1007/s11571-015-9368-7
  9. I. N. Angulo-Sherman and D. Gutiérrez, "A link between the increase in electroencephalographic coherence and performance improvement in operating a brain-computer interface," Computational Intelligence and Neuroscience, vol. 2015, Article ID 824175, 2015. DOI: 10.1155/2015/824175
  10. R. Salazar-Varas and D. Gutiérrez, "An Optimized Feature Selection and Classification Method for Using Electroencephalographic Coherence in Brain-Computer Interfaces," Biomedical Signal Processing and Control, vol. 18, pp. 11-18, April 2015. DOI: 10.1016/j.bspc.2014.11.001
  11. D. I. Escalona-Vargas, I. López-Arévalo, and D. Gutiérrez, "Multicompare tests of the performance of different metaheuristics in EEG dipole source localization," The Scientific World Journal, vol. 2014, Article ID 524367, 2014. DOI: 10.1155/2014/524367
  12. D. I. Escalona-Vargas, D. Gutiérrez, and I. López-Arévalo, "Performance of Different Metaheuristics in EEG Source Localization Compared to the Cramér-Rao Bound," Neurocomputing, vol. 120, pp. 597-609, 2013. DOI: 10.1016/j.neucom.2013.04.010
  13. C. C. Zaragoza-Martínez and D. Gutiérrez, "Electro/Magnetoencephalography Beamforming with Spatial Restrictions Based on Sparsity," Biomedical Signal Processing and Control, vol. 8, no. 6, pp. 615-623, 2013. DOI: 10.1016/j.bspc.2013.05.011
  14. 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. DOI: 10.4015/S1016237213500142
  15. 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. DOI: 10.1016/j.bspc.2012.03.004
  16. 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. DOI: 10.1016/j.cmpb.2009.05.005
  17. 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. DOI: 10.1109/TBME.2007.906493
  18. 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. DOI: 10.1109/TBME.2005.863942
  19. 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. DOI: 10.1088/0031-9155/50/9/015
  20. 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. DOI: 10.1109/TBME.2004.836507

International conferences

  1. J. A. Gaxiola-Tirado, M. Rodriguez-Ugarte, E. Ianez, M. Ortiz, D. Gutiérrez, and J. M. Azorin, "The effect of tDCS on functional connectivity in gait motor imagery," submitted to The 9th International IEEE EMBS Neural Engineering Conference, San Francisco, CA, USA, 2019.
  2. G. Presbítero, M. Vopálenský, I. Kumpová, and D. Gutiérrez, "Analysis of bone microdamage with twinned orthogonal adjustable tomograph: towards fatigue fracture prevention," submitted to 9th Conference on Industrial Computed Tomography, Padova, Italy, 2019.
  3. E. Jiménez-Cruz and D. Gutiérrez, "On the Use of Reduced-Rank Beamformers for Localizing Brain Sources Embedded in Different Levels of Background Activity," submitted to IEEE International Symposium on Signal Processing and Information Technology, Louisville, Kentucky, EUA, 2018.
  4. M. Alanís-Espinosa and D. Gutiérrez, "Using the Partial Directed Coherence to Understand Brain Functional Connectivity During Movement Imagery Tasks," submitted to 11th International Conference on Brain Informatics, Arlington, Texas, USA, 2018.
  5. M. A. Ramírez-Moreno, S. M. Orozco-Soto, J. M. Ibarra-Zannatha, and D. Gutiérrez, "Artificial Vision Algorithm for Object Manipulation with a Robotic Arm in a Semi-Autonomous Brain-Computer Interface," in Proceedings of The International Symposium on Wearable Robotics, Pisa, Italia, Oct. 2018, pp. 187-191. DOI: 10.1007/978-3-030-01887-0_36
  6. M. A. Ramírez-Moreno and D. Gutiérrez, "Modeling a robotic arm with conformal geometric algebra in a brain-computer interface," in Proceedings of the 28th International Conference on Electronics, Communications, and Computers, Cholula, Puebla, México, Feb. 2018, pp. 11-17. DOI: 10.1109/CONIELECOMP.2018.8327169 (Best paper award)
  7. G. Presbítero, D. Gutiérrez, and D. Taylor, "Osteoporosis and fatigue fracture prevention by analysis of bone microdamage," in TMS 2017 146th Annual Meeting & Exhibition Supplemental Proceedings, San Diego, CA, USA, Feb. 26 - Mar. 2, 2017, pp. 319-330. DOI: 10.1007/978-3-319-51493-2_30
  8. M. Alcocer-Sosa and D. Gutiérrez, "Electroencephalography in ellipsoidal geometry with fourth-order harmonics," in Proceedings of the 36th Annual IEEE/EMBS International Conference, Orlando, FL, USA, August 16-20, 2016, pp. 4523-4526. DOI: 10.1109/EMBC.2016.7591733
  9. T. Piotrowski, J. Nikadon y D. Gutiérrez, "Reconstruction of brain activity in EEG/MEG using reduced-rank nulling spatial filter," in Proceedings of the 2016 IEEE Statistical Signal Processing Workshop, Palma de Mallorca, Spain, June 26-29, 2016. DOI: 10.1109/SSP.2016.7551796
  10. R. Salazar-Varas and D. Gutiérrez, "Feature Extraction for Multi-class BCI using EEG coherence," in Proceedings of the 7th International IEEE EMBS Neural Engineering Conference, Montpellier, France, April 2015, pp. 94-97. DOI: 10.1109/NER.2015.7146568
  11. D. Gutiérrez, M. A. Ramírez-Moreno, and A. G. Lazcano-Herrera, "Assessing the Acquisition of a New Skill with Electroencephalography," in Proceedings of the 7th International IEEE EMBS Neural Engineering Conference, Montpellier, France, April 2015, pp. 727-730. DOI: 10.1109/NER.2015.7146726
  12. T. Piotrowski, D. Gutiérrez, I. Yamada, and J. Zygierewicz, "A family of reduced-rank neural activity indices for EEG/MEG source localization," in Proceedings of the 2014 International Conference on Brain Informatics and Health, Warsaw, Poland, August 2014, pp. 447-458. DOI: 10.1007/978-3-319-09891-3_41
  13. T. Piotrowski, D. Gutiérrez, I. Yamada, and J. Zygierewicz, "Reduced-rank neural activity index for EEG/MEG multi-source localization," in Proceedings of the 39th International Conference on Acoustics, Speech, and Signal Processing, Florence, Italy, May 2014, pp. 4708-4712. DOI: 10.1109/ICASSP.2014.6854495
  14. I. N. Angulo-Sherman and D. Gutiérrez, "Effect of different feedback modalities in the performance of brain-computer interfaces," in Proceedings of the 24th International Conference on Electronics, Communications, and Computers, Cholula, Puebla, Mexico, Feb. 2014, pp. 14-21. DOI: 10.1109/CONIELECOMP.2014.6808561 (Best paper award)
  15. T. Piotrowski, C. C. Zaragoza-Martínez, D. Gutiérrez, and I. Yamada, "MV-PURE estimator of dipole source signals in EEG," in Proceedings of the 38th International Conference on Acoustics, Speech, and Signal Processing, Vancouver, Canada, May 2013, pp. 968-972. DOI: 10.1109/ICASSP.2013.6637793
  16. 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. DOI: 10.1109/ACSSC.2012.6489136
  17. 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. DOI: 10.1109/ACSSC.2012.6489086
  18. 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.  DOI: 10.1109/NaBIC.2011.6089419
  19. 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. DOI: 10.1109/IEMBS.2011.6091798
  20. 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. DOI: 10.1109/IEMBS.2011.6091624
  21. 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. DOI: 10.1007/978-3-642-12197-5_62
  22. 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. DOI: 10.1109/CONIELECOMP.2010.5440785
  23. 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. DOI: 10.1109/ACSSC.2008.5074428
  24. 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. DOI: 10.1109/CIC.2007.4745578
  25. 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. DOI: 10.1109/ACSSC.2006.356604
  26. 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. DOI: 10.1109/CAMAP.2005.1574225
  27. 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. DOI: 10.1109/CAMAP.2005.1574224
  28. 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. DOI: 10.1109/IEMBS.2005.1615855
  29. 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. DOI: 10.1109/IEMBS.2004.1403328
  30. 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. 
  31. 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.