Laboratorio de Procesamiento de Bioseñales y Computación Médica del INAOE

Artículos de Revista

  1. Erick F. Gonz\'alez-Casta\~neda, Alejandro A. Torres-Garc\'ia, Carlos A. Reyes-Garc\'ia and Luis Villase\~nor-Pineda (2017) Sonification and Textification: Emerging Methods for Classifying Unspoken Words from EEG Signals. Biomedical Signal Processing and Control, 37:82-91.(BibTeX)
  2. Herrera-Vega, Javier, Trevi\~no-Palacios, Carlos G. and Orihuela-Espina, Felipe (2017) Neuroimaging with Functional Near Infrared Spectroscopy: from formation to interpretation. Infrared Physics \& Technology, Accepted.(BibTeX)
  3. D. Hernandez-Contreras, H. Peregrina-Barreto, J. Rangel-Magdaleno, J.A. Gonzalez-Bernal, L. Altamirano-Robles (2017) A quantitative index for classification of plantar thermal changes in the diabetic foot. Infrared Physics and Technology, 81:242-249.(BibTeX)
  4. Peregrina-Barreto. H., Perez-Corona E., Rangel-Magdaleno J., Ramos-Garc\'ia R., Chiu R., Ram\'irez-San-Juan J. C. (2017) Use of kurtosis for locating deep blood vessels in raw speckle imaging by using a homogeneity representation. Journal of Biomedical Optics, 22(6):066004.(BibTeX)
  5. Hugo Jair Escalante-Balderas, Maribel Marin-Castro, Alicia Morales-Reyes, Mario Graff, Alejandro Rosales-Perez, Manuel Montes-y-Gomez, Carlos A. Reyes-Garc\'ia and Jes\'us A. Gonz\'alez (2017) MOPG: A Multi-Objective Evolutionary Algorithm for Prototype Generation. Pattern Analysis and Applications, 20(1):33-47.(BibTeX)
  6. Modi, Shemel N., Singh, Harsimrat, Orihuela-Espina, Felipe, Athanasiou, Thanos, Yang, Guang-Zhong, Darzi, Ara W. and Leff, Daniel R. (2017) Temporal Stress in the Operating Room: Brain Engagement Leads to Coping, Disengagement Leads to Choking. Annals of Surgery, Accepted.(BibTeX)
  7. Leff, Daniel R., Yongue, Gabriella, Vlaev, Ivo, Orihuela-Espina, Felipe, James, David, Taylor, Michael, Athanasiou, Thanos, Dolan, Roy, Yang, Guang-Zhong and Darzi, Ara W. (2017) Contemplating The Next Manoeuvre: Functional NeuroImaging Reveals Intra-Operative Decision Making Strategies. Annals of Surgery, 265(2):320-330.(BibTeX)
  8. Orihuela-Espina, Felipe, S\'anchez-Villavicencio, Israel, Femat Rold\'an, Giovana, Palafox, Lorena, Leder, Ronald, Sucar, Luis Enrique and Hern\'andez-Franco, Jorge (2016) Robot training for hand motor recovery in subacute stroke patients; a randomised controlled trial. Journal of Hand Therapy, 29(1):51-57.(BibTeX)
  9. Orihuela-Espina, Felipe, S\'anchez-Villavicencio, Israel, Femat Rold\'an, Giovana, Palafox, Lorena, Leder, Ronald, Sucar, Luis Enrique and Hern\'andez-Franco, Jorge (2016) Response to "Letter to the editor: Robot training for hand motor recovery in subacute stroke patients; a randomised controlled trial". Journal of Hand Therapy, Accepted.(BibTeX)
  10. Shetty, Kunal, Leff, Daniel Richard, Orihuela-Espina, Felipe, Yang, Guang-Zhong and Darzi, Ara W. (2016) Persistent Prefrontal Engagement Despite Improvements in Laparoscopic Technical Skill. JAMA Surgery, 151(7):682-684.(BibTeX)
  11. D. Hernandez-Contreras, H. Peregrina-Barreto, J. Rangel-Magdaleno, J. Gonzalez-Bernal (2016) Narrative review: Diabetic foot and infrared thermography. Infrared Physics and Technology, 78:105-117.(BibTeX)
  12. Israel Cruz-Vega, Hugo Jair Escalante, Carlos A. Reyes-Garc\'ia, Jes\'us A. Gonz\'alez and Alejandro Rosales (2016) Surrogate modeling based on an adaptive network and granular computing. Soft Computing: Methodologies and Application, 20(4):1549-1563.(BibTeX)
  13. Silvia Orlandi, Carlos Alberto Reyes-Garc\'ia, Andrea Bandini, Gianpaolo Donzelli and Claudia Manfredi (2016) Application of Pattern Recognition Techniques to the Classification of Full-Term and Preterm Infant Cry. Journal of Voice, 30(6):656-663.(BibTeX)
  14. Alejandro Rosales-P\'erez, Jes\'us A. Gonz\'alez, Carlos A. Coello Coello, Carlos A. Reyes-Garc\'ia and Hugo Jair Escalante (2016) EMOPG+FS: Evolutionary multi-objective prototype generation and feature selection. Intelligent Data Analysis, 20:37-75.(BibTeX)
  15. Alejandro A. Torres-Garc\'ia, Carlos A. Reyes-Garc\'ia, Luis Villase\~nor-Pineda and Gregorio Garc\'ia-Aguilar (2016) Implementing a fuzzy inference system in a multibjective EEG channel selection model for imagined speech classification. Expert Systems With Applications, 59:1-12.(BibTeX)
  16. Mor\'an, Alberto L., Ram\'irez-Fern\'andez, Cristina, Meza-Kubo, Victoria, Orihuela-Espina, Felipe, Garc\'ia-Canseco, Elo\'isa, Grimaldo-Mart\'inez, Ana I. and Sucar, Luis E. (2015) On the effect of previous technological experience on the usability of a virtual rehabilitation tool for the physical activation and cognitive stimulation of elders. Journal of Medical Systems, 39(9):104.(BibTeX)
  17. Erick F. Gonz\'alez-Casta\~neda, Alejandro A. Torres-Garc\'ia, Carlos A. Reyes-Garc\'ia and Luis Villase\~nor-Pineda (2015) Aplicaci\'on de la Sonificaci\'on de Se\~nales Cerebrales en Clasificaci\'on Autom\'atica. Revista Mexicana de Ingenier\'ia Biom\'edica, 36(3):233-237.(BibTeX)
  18. D. Hernandez-Contreras, Hayde Peregrina-Barreto, J. Rangel-Magdaleno, Juan Manuel Ram\'irez-Cort\'es and F. Renero-Carrillo (2015) Automatic classification of thermal patterns in diabetic foot based on morphological pattern spectrum. Infrared Physics \& Technology, 73:149-157.(BibTeX)
  19. Mor\'an, Alberto Leopoldo, Orihuela-Espina, Felipe, Meza-Kubo, Victoria, Grimaldo-Mart\'inez, Ana I., Ram\'irez-Fern\'andez, Cristina, Garc\'ia-Canseco, Elo\'isa, Oropeza-Salas, Juan Manuel and Sucar, Luis E. (2015) Out of context serious games: Transversal reutilization of games across healthcare domains. International Journal of Computer Systems Science and Engineering. Special issue: New Holistic Trends in Ambiet Intelligence, 30(1):43-55.(BibTeX)
  20. Paggetti, Giulia, Leff, Daniel R., Orihuela-Espina, Felipe, Mylonas, George P., Darzi, Ara W., Yang, Guang-Zhong and Menegaz, Gloria (2015) The Role of the Posterior Parietal Cortex in Stereopsis and Hand-eye Coordination during Motor Task Behaviours. Cognitive Processing, In press.(BibTeX)
  21. Leff, Daniel R., James, David, Orihuela-Espina, Felipe, Kwok, Ka-Wai, Sun, Loi-Wah, Mylonas, George P., Athanasiou, Thanos, Darzi, Ara W. and Yang, Guang-Zhong (2015) The impact of expert visual guidance on trainee visual search strategy, visual attention and motor skills. Frontiers in Human Neuroscience, 9:256.(BibTeX)
  22. Alejandro Rosales-P\'erez, Carlos Alberto Reyes-Garc\'ia, Jes\'us A. Gonz\'alez, Orion Reyes-Galaviz, Hugo Jair Escalante and Silvia Orlandi (2015) Classifying Infant Cry Patterns by the Genetic Selection of a Fuzzy Model. Biomedical Signal Processing and Control, 17:38-46.(BibTeX)
  23. Alejandro Rosales-P{\'e}rez, Jesus A. Gonzalez, Carlos A. Coello Coello, Hugo Jair Escalante and Carlos A. Reyes-Garc\'ia (2015) Surrogate-Assisted Multi-Objective Model Selection for Support Vector Machines. Neurocomputing, 150(Part A):163–172.(BibTeX)
  24. Hayde Peregrina-Barreto, L. A. Morales-Hern\'andez, J. J. Rangel-Magdaleno, J. G. Avina-Cervantes, Juan Manuel Ram\'irez-Cort\'es and R. Morales-Caporal (2014) Automatic classification of thermal patterns in diabetic foot based on morphological pattern spectrum. Computational and Mathematical Methods in Medicine, 2014:585306 (10 pp.).(BibTeX)
  25. Alejandro Rosales-Perez, Jes\'us A Gonz\'alez, Carlos A. Coello Coello, Hugo Jair Escalante and Carlos A Reyes-Garc\'ia (2014) Multi-Objective Model Type Selection. Neurocomputing, 146:83-94.(BibTeX)
  26. Sucar, Luis Enrique, Orihuela-Espina, Felipe, Vel\'azquez, Roger Luis, Reinkensmeyer, David J., Leder, Ronald and Hern\'andez-Franco, Jorge (2014) Gesture Therapy: An upper limb virtual reality-based motor rehabilitation platform. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 22(3):634-643.(BibTeX)
  27. Ju\'arez-Guerra, E., G\'omez-Gil, Pilar and Alarc\'on-Aquino, V. (2013) Biomedical Signal Processing Using Wavelet-Based Neural Networks. Journal Research in Computing Science. Special Issue: Advances in Pattern Recognition, 61:23-32.(BibTeX)
  28. Orihuela-Espina, Felipe, Fern\'andez del Castillo, Isabel, Palafox, Lorena, Pasaye, Erick, S\'anchez-Villavicencio, Israel, Leder, Ronald, Hern\'andez-Franco, Jorge and Sucar, Luis Enrique (2013) Neural reorganization accompanying upper limb motor rehabilitation from stroke with virtual reality-based Gesture Therapy. Topics in Stroke Rehabilitation, 20(3):197-209.(BibTeX)
  29. Hern\'andez-Leal, Pablo, R\'ios-Flores, Alma, \'Avila-R\'ios, Santiago, Reyes-Ter\'an, Gustavo, Gonz\'alez, Jes\'us A., Fiedler-Cameras, Lyndsey, Orihuela-Espina, Felipe, Morales, Eduardo F. and Sucar, Luis Enrique (2013) Discovering HIV mutational pathways using Temporal Bayesian Networks. Artificial Intelligence in Medicine, 57(3):185-195.(BibTeX)
  30. A.A. Torres-Garc{\'i}a, Carlos A. Reyes-Garc\'ia, L. Villase{\~n}or-Pineda and J.M. Ram{\'i}rez-Cort{\'e}s (2013) An\'alisis de Se\~nales Electroencefalogr\'aficas para la Clasificaci\'on de Habla Imaginada. Revista Mexicana de Ingenier{\'i}a Biom{\'e}dica, 34(1):23-39.(BibTeX)
  31. James, David R. C., Leff, Daniel R., Orihuela-Espina, Felipe, Kwok, Ka-Wai, Mylonas, George P., Athanasiou, Thanos, Darzi, Ara W. and Yang, Guang-Zhong (2013) Enhanced Frontoparietal Network Architectures Following 'Gaze-Contingent' Versus 'Free-Hand' Motor Learning. NeuroImage, 64:267-276.(BibTeX)
  32. Rosas-Cholula, G, Ram\'irez-Cort\'es, Juan Manuel, Alarc\'on-Aquino, V, G\'omez-Gil, Pilar, Rangel-Magdaleno, J and Reyes-Garc\'ia, Carlos Alberto (2013) Gyroscope-Driven Mouse Pointer with an EMOTIV\copyright EEG Headset and Data Analysis Based on Empirical Mode Decomposition. Sensors, 13(8):10561-10583.(BibTeX)
  33. Alarc\'on-Aquino, V, G\'omez-Gil, Pilar, Ram\'irez-Cort\'es, Juan Manuel, Starostenko, O and Garc\'ia-Bale\'on, H. A. (2013) Cancelable Biometrics for Bimodal Cryptosystems. Journal of Latin American Applied Research, 43(4):345-352.(BibTeX)
  34. Mar\'ia A. Ru\'iz-D\'iaz, Carlos A. Reyes-Garc\'ia, Luis C. Altamirano-Robles, Jorge E. Xalteno-Altamirano and Antonio Verduzco-Mendoza (2012) Automatic Infant Cry Analysis for the Identification of Qualitative Features to Help Oportune Diagnosis. Biomedical Signal Processing and Control, 7(1):43-49.(BibTeX)
  35. Escalante-Balderas, Hugo Jair, Montes-y-G\'omez, Manuel, Altamirano, Leopoldo, Gonz\'alez, Jes\ús A., G\'omez-Gil, Pilar, Reta, C, Reyes, Carlos Alberto and Rosales, Alejandro (2012) Acute leukemia classification by ensemble particle swarm model selection. Artificial Intelligence in Medicine, 55(3):163-175.(BibTeX)
  36. P\'erez-Espinosa, Humberto, Reyes-Garc\'ia, Carlos A. and Villase\~nor-Pineda, Luis (2012) Acoustic feature selection and classification of emotions in speech using a 3D continuous emotion model. Biomedical Signal Processing and Control, 7(1):79-87.(BibTeX)
  37. Antonio Verduzco-Mendoza, Emilio Arch-Tirado, Carlos Alberto Reyes-Garc\'ia, Jaime Leyb\'on-Ibarra and Juan Licona-Bonilla (2012) An\'alisis Del Llanto En Hipoac\'usicos y Alto Riesgo (crying Analysis in Deafness and High Risk). Cirug\'ia y Cirujanos, 80(1):3-10.(BibTeX)
  38. Alarc\'on-Aquino, V, Garc\'ia-Baleon, HA, Ram\'irez-Cort\'es, Juan Manuel, G\'omez-Gil, Pilar and Starostenko, O. (2011) Biometric Cryptosystem based on Keystroke Dynamics and K-medoids. IETE Journal of Research, 57:385-394.(BibTeX)
  39. Ram\'irez-Cort\'es, Juan Manuel, G\'omez-Gil, Pilar, B\'aez-L\'opez, D and Enr\'iquez-Caldera, R. (2011) A biometric system based on neural networks and SVM using morphological feature extraction from hand-shape images. Informatica, 22(2):225-240.(BibTeX)
  40. E. Tlelo-Cuautle, I. Guerra-Gomez, M.A. Duarte-Villasenor, Luis G. de la Fraga, G. Flores-Becerra, G. Reyes-Salgado, Carlos A. Reyes-Garc\'ia and G. Rodriguez-Gomez (2010) Applications of Evolutionary Algorithms in the Design Automation of Analog Integrated Circuits. Journal of Applied Sciences, 10(17):1859-1872.(BibTeX)
  41. Erika Amaro-Camargo, Carlos A. Reyes-García, Emilio Arch-Tirado and Mario Mandujano (2007) Statistical Vectors of Acoustic Features for the Automatic Classification of Infant Cry. International Journal of Information Acquisition, 4(4):347-355.(BibTeX)
  42. Emilio Arch-Tirado, Antonio Verduzco-Mendoza, Mario Mandujano-Valdes, Carlos Alberto Reyes-Garc\'ia, Alfonso Alfaro-Rodriguez, Maria del Carmen Sanchez, Carlos Fabian Martinez-Cruz and Ver\'onica Tabeada-Picazo (2006) Analisis del Llanto en Niños Hipoacusicos y Normoyentes de 0 a 2 Años de Edad. Salud Mental, 29(6):31-38.(BibTeX)
  43. Antonio Verduzco-Mendoza, Emilio Arch-Tirado, Carlos Alberto Reyes-Garc\'ia, Carlos Fabi\'an Mart\'inez-Cruz and Miguel Angel Collado Corona (2004) Caracter\'isticas del llanto infantil de alto riesgo. Ciencias Cl\'inicas, 5(1):21-29.(BibTeX)
  44. Esp\'osito, Anna, Ezin, E. C. and Reyes-Garc\'ia, Carlos A. (2001) Speech Noise Cancellation Based on a Neuro-Fuzzy System: Further Improvements. International Journal of Advanced Computational Intelligence (IJACI), 5(1):15-21.(BibTeX)
  45. Reyes-Garc\'ia Carlos A (2001) Conceptos sobre la Inteligencia Humana. Diversidades.(BibTeX)