selected publications

• article

  • Assessment of Singularities in the EEG During A-Phases of Sleep Based on Wavelet Decomposition.  IEEE Transactions on Neural Systems and Rehabilitation Engineering.  30:2721-2731. 2022-01-01
  • Automatic detection of A-phase onsets based on convolutional neural networks.  Biomedical Signal Processing and Control.  77:-. 2022-01-01
  • Multi-Scale Evaluation of Sleep Quality Based on Motion Signal from Unobtrusive Device.  Sensors.  22:-. 2022-01-01
  • Serum zinc levels are associated with obesity and low-density lipoprotein cholesterol in Mexican adults.  Journal of Trace Elements in Medicine and Biology.  73:-. 2022-01-01
  • Detection of the Sleep Stages Throughout Non-Obtrusive Measures of Inter-Beat Fluctuations and Motion: Night and Day Sleep of Female Shift Workers.  Fluctuation and Noise Letters.  16:-. 2017-01-01
  • Analysis of A-phase transitions during the cyclic alternating pattern under normal sleep.  Medical and Biological Engineering and Computing.  54:133-148. 2016-01-01
  • Evaluation of Pressure Bed Sensor for Automatic SAHS Screening.  IEEE Transactions on Instrumentation and Measurement.  64:1935-1943. 2015-01-01
  • Acute effects of autoadjusting and fixed continuous positive airway pressure treatments on cardiorespiratory coupling in obese patients with obstructive sleep apnea.  European Journal of Internal Medicine.  25:164-168. 2014-01-01
  • Multichannel analysis of an unobtrusive sensor for sleep apnea-hypopnea detection.  Revista Mexicana de Ingenieria Biomedica.  35:29-40. 2014-01-01
  • Multimodal non-rigid registration methods based on local variability measures in computed tomography and magnetic resonance brain images.  IET Image Processing.  8:699-707. 2014-01-01
  • EEG segmentation for improving automatic CAP detection.  Clinical Neurophysiology.  124:1815-1823. 2013-01-01
  • Cyclic alternating patterns in normal sleep and insomnia: Structure and content differences.  IEEE Transactions on Neural Systems and Rehabilitation Engineering.  20:642-652. 2012-01-01
  • Efficient automatic classifiers for the detection of A phases of the cyclic alternating pattern in sleep.  Medical and Biological Engineering and Computing.  50:359-372. 2012-01-01
  • Study of heart rate variability in bipolar disorder: Linear and non-linear parameters during sleep.  Frontiers in Neuroengineering.  -. 2012-01-01
  • Assessment of the EEG complexity during activations from sleep.  Computer Methods and Programs in Biomedicine.  104:e16-e28. 2011-01-01
  • Characterization of A phases during the Cyclic Alternating Pattern of sleep.  Clinical Neurophysiology.  122:2016-2024. 2011-01-01
  • Automatic screening of obstructive sleep apnea from the ECG based on empirical mode decomposition and wavelet analysis.  Physiological Measurement.  31:273-289. 2010-01-01
  • Long-term correlations and complexity analysis of the heart rate variability signal during sleep: Comparing normal and pathologic subjects.  Methods of Information in Medicine.  49:479-483. 2010-01-01
  • Processing of signals recorded through smart devices: Sleep-quality assessment.  IEEE Transactions on Information Technology in Biomedicine.  14:741-747. 2010-01-01
  • Sleep staging based on signals acquired through bed sensor.  IEEE Transactions on Information Technology in Biomedicine.  14:776-785. 2010-01-01
  • Sleep staging from heart rate variability: Time-varying spectral features and hidden markov models.  International Journal of Biomedical Engineering and Technology.  3:246-263. 2010-01-01
  • Discrimination of sleep-apnea-related decreases in the amplitude fluctuations of ppg signal in children by HRV analysis.  IEEE Transactions on Biomedical Engineering.  56:1005-1014. 2009-01-01
  • Sleep apnea screening by autoregressive models from a single ECG lead.  IEEE Transactions on Biomedical Engineering.  56:2838-2850. 2009-01-01
  • On arousal from sleep: Time-frequency analysis.  Medical and Biological Engineering and Computing.  46:341-351. 2008-01-01
  • Detection of sleep apnea from surface ECG based on features extracted by an autoregressive model..  Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference.  6106-6109. 2007-01-01

• conference paper

  • Spectral Parameters from Pressure Bed Sensor Respiratory Signal to Discriminate Sleep Epochs with Respiratory Events.  IFMBE Proceedings. 803-806. 2014-01-01
  • Detection of sleep-disordered breating with Pressure Bed Sensor.  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 1342-1345. 2013-01-01
  • Insomnia types and sleep microstructure dynamics.  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 6167-6170. 2013-01-01
  • Methods for heart rate variability analysis during sleep.  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 6579-6582. 2013-01-01
  • A novel method to assist the detection of the Cyclic Alternating Pattern (CAP).  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 3656-3659. 2012-01-01
  • Mesh-based approach for the 3D analysis of anatomical structures of interest in Radiotherapy.  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 6555-6558. 2012-01-01
  • Nonlinear analysis of the change points between A and B phases during the Cyclic Alternating Pattern under normal sleep.  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 1049-1052. 2012-01-01
  • Sleep-wake detection based on respiratory signal acquired through a Pressure Bed Sensor.  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 3452-3455. 2012-01-01
  • Automatic detection of CAP on central and fronto-central EEG leads via support vector machines.  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 1491-1494. 2011-01-01
  • CAP sleep in insomnia: New methodological aspects for sleep microstructure analysis.  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 1495-1498. 2011-01-01
  • Elastic registration based on particle filter in radiotherapy images with brain deformations.  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 8049-8052. 2011-01-01
  • Automatic detection of a phases of the Cyclic Alternating Pattern during sleep.  2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 5085-5088. 2010-01-01
  • Automatic detection of sleep macrostructure based on a sensorized T-shirt.  2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 3606-3609. 2010-01-01
  • Automatic sleep staging based on ballistocardiographic signals recorded through bed sensors.  2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 3273-3276. 2010-01-01
  • EEG complexity during sleep: On the effect of micro and macro sleep structure.  2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 5959-5962. 2010-01-01
  • Evaluation of the sleep quality based on bed sensor signals: Time ariant analysis.  2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 3994-3997. 2010-01-01
  • Automatic detection of sleep macrostructure based on bed sensors.  Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. 5555-5558. 2009-01-01
  • Sleep staging classification based on HRV: Time-variant analysis.  Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. 9-12. 2009-01-01
  • Automatic screening of Obstructive Sleep Apnea from the ECG based on Empirical Mode Decomposition and Wavelet Analysis.  Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - Personalized Healthcare through Technology. 3608-3611. 2008-01-01
  • Automatic segmentation of cortical and trabecular components of bone specimens acquired by pQCT.  Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - Personalized Healthcare through Technology. 486-489. 2008-01-01
  • Detection of obstructive sleep apnea in children using decreases in the amplitude fluctuations of PPG signal and HRV.  Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - Personalized Healthcare through Technology. 3479-3482. 2008-01-01
  • My-heart project: Analysis of sleep and stress profiles from biomedical signal.  HEALTHINF 2008 - 1st International Conference on Health Informatics, Proceedings. 273-278. 2008-01-01
  • Assessment of the heart rate variability during arousal from sleep by Cohen’s class time-frequency distributions.  IFMBE Proceedings. 30-33. 2007-01-01
  • Detection of sleep apnea from surface ECG based on features extracted by an autoregressive model.  Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 6105-6108. 2007-01-01
  • Role of signal processing in wearable devices: Application to sleep evaluation.  IFMBE Proceedings. 139-142. 2007-01-01
  • Sleep monitoring through a textile recording system.  Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2560-2563. 2007-01-01
  • Heart rate variability during pulse photoplethysmography decreased amplitude fluctuations and its correlation with apneic episodes.  Computers in Cardiology. 165-168. 2006-01-01
  • Non-parametric and parametric time-frequency analysis of heart rate variability during arousals from sleep.  Computers in Cardiology. 745-748. 2006-01-01
  • Signal processing and feature extraction for sleep evaluation in wearable devices.  Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 3517-3520. 2006-01-01
  • Time-variant spectral analysis of the heart rate variability during sleep in healthy and obstructive sleep apnoea subjects.  Computers in Cardiology. 741-744. 2006-01-01
  • Different effects of CPAP and APAP therapies on the autonomic nervous system in OSA patients.  Computers in Cardiology. 267-270. 2005-01-01
  • Sleep analysis for wearable devices applying autoregressive parametric models.  Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 7353-7356. 2005-01-01
  • Time-varying analysis of the heart rate variability during arousals from sleep.  Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 4427-4429. 2005-01-01
  • Non stationary analysis of heart rate variability during the obstructive sleep apnea.  Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 286-289. 2004-01-01
• Predicting EEG complexity from sleep macro and microstructure.  Physiological Measurement. 1083-1101. 2011-01-01