selected publications
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article
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A novel system for the automatic reconstruction of visual field based on eye tracking and machine learning.
Multimedia Tools and Applications.
82:27193-27215.
2023-01-01
- Effort evaluation of children with cerebral palsy in robotic treadmill therapy with and without motivation. Journal of Mechanics in Medicine and Biology. 23:-. 2023-01-01
- 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
- Characterization and classification of Parkinson's disease patients based on symbolic dynamics analysis of heart rate variability. Biomedical Signal Processing and Control. 71:-. 2022-01-01
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Multi-Scale Evaluation of Sleep Quality Based on Motion Signal from Unobtrusive Device.
Sensors.
22:-.
2022-01-01
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Raman Spectroscopy Study of Skin Biopsies from Patients with Parkinson’s Disease: Trends in Alpha-Synuclein Aggregation from the Amide I Region.
Applied Spectroscopy.
:-.
2022-01-01
- A novel disposable sensor for measure intra-abdominal pressure [Nuevo sensor desechable para medir la presión intraabdominal]. Cirugia y Cirujanos (English Edition). 88:7-14. 2020-01-01
- A-phase classification using convolutional neural networks. Medical and Biological Engineering and Computing. 58:1003-1014. 2020-01-01
- Analysis of vibrational modes from alpha-synuclein: a theoretical model using density functional theory and Raman spectroscopy. Health and Technology. 10:465-470. 2020-01-01
- Assisted quantification of abdominal adipose tissue based on magnetic resonance images. Multimedia Tools and Applications. 79:1519-1534. 2020-01-01
- Developing a visual perimetry test based on eye-tracking: proof of concept. Health and Technology. 10:437-441. 2020-01-01
- Power-law scaling behavior of A-phase events during sleep: Normal and pathologic conditions. Biomedical Signal Processing and Control. 57:-. 2020-01-01
- SCALING ANALYSIS of the A-PHASE DYNAMICS during SLEEP. Fractals. 28:-. 2020-01-01
- A new Probabilistic Active Contour region-based method for multiclass medical image segmentation. Medical and Biological Engineering and Computing. 57:565-576. 2019-01-01
- Improved Vancouver Raman Algorithm Based on Empirical Mode Decomposition for Denoising Biological Samples. Applied Spectroscopy. 73:1436-1450. 2019-01-01
- Spectral properties of the respiratory signal during sleep apnea events: Obtrusive and unobtrusive measurements. International Journal of Modern Physics C. 30:-. 2019-01-01
- Time-varying analysis of the heart rate variability during A-phases of sleep: Healthy and pathologic conditions. Biomedical Signal Processing and Control. 40:111-116. 2018-01-01
- Denoising of Raman spectroscopy for biological samples based on empirical mode decomposition. International Journal of Modern Physics C. 28:-. 2017-01-01
- 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
- Heart Rate Dynamics and their Relation with the Cyclic Alternating Pattern of Sleep in Normal Subjects and NFLE Patients. Fluctuation and Noise Letters. 16:-. 2017-01-01
- Study of quadrature FIR filters for extraction of low-frequency instantaneous information in biophysical signals. International Journal of Modern Physics C. 28:-. 2017-01-01
- A consensus algorithm for approximate string matching and its application to QRS complex detection. International Journal of Modern Physics C. 27:-. 2016-01-01
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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
- Scaling analysis of heart beat fluctuations data and its relationship with cyclic alternating pattern data during sleep. International Journal of Modern Physics C. 27:-. 2016-01-01
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Spectral entropy analysis of the respiratory signal and its relationship with the cyclic alternating pattern during sleep.
International Journal of Modern Physics C.
27:-.
2016-01-01
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Evaluation of Pressure Bed Sensor for Automatic SAHS Screening.
IEEE Transactions on Instrumentation and Measurement.
64:1935-1943.
2015-01-01
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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
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Blind end-member and abundance extraction for multispectral fluorescence lifetime imaging microscopy data.
IEEE Journal of Biomedical and Health Informatics.
18:606-617.
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
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A fully constrained optimization method for time-resolved multispectral fluorescence lifetime imaging microscopy data unmixing.
IEEE Transactions on Biomedical Engineering.
60:1711-1720.
2013-01-01
- EEG segmentation for improving automatic CAP detection. Clinical Neurophysiology. 124:1815-1823. 2013-01-01
- A consensus algorithm for approximate pattern matching in protein sequences [Un algoritmo de consenso para la búsqueda aproximada de patrones en cadenas de proteínas]. Revista Mexicana de Ingenieria Biomedica. 33:87-99. 2012-01-01
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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
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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
- A novel automatic method for monitoring tourette motor tics through a wearable device. Movement Disorders. 25:1967-1972. 2010-01-01
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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
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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
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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
... more -
A novel system for the automatic reconstruction of visual field based on eye tracking and machine learning.
Multimedia Tools and Applications.
82:27193-27215.
2023-01-01
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conference paper
- Cardiovascular Dynamics during Sleep as Technological Support for Pregnant Women. 2024 7th IEEE International Humanitarian Technologies Conference, IHTC 2024. -. 2024-01-01
- Multiscale-Multifractal Assessment of Heart Rate Variability in Shift Workers by Detrended Fluctuation Analysis. XLV Mexican Conference on Biomedical Engineering. CNIB 2022. IFMBE Proceedings, vol 86. 324-331. 2023-01-01
- Analysis of Cardiorespiratory Variations During Sleep in Shift Workers by Univariate and Multivariate Detrended Fluctuation Analysis. IFMBE Proceedings. 164-171. 2020-01-01
- Wavelet singularity analysis for CAP sleep delineation. Proceedings - 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering, BIBE 2019. 764-769. 2019-01-01
- Robust image segmentation based on superpixels and Gauss-Markov measure fields. Proceedings of a Special Session - 16th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence, MICAI 2017. 46-52. 2018-01-01
- Fluorescence background removal method for biological Raman spectroscopy based on empirical mode decomposition. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 3610-3613. 2016-01-01
- Heart rate variability in cyclic alternating pattern during sleep in healthy and Nocturnal Front Lobe Epilepsy patients. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 5944-5947. 2015-01-01
- Non-linear analysis of EEG and HRV signals during sleep. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 4174-4177. 2015-01-01
- Characterization of the autonomic system during the cyclic alternating pattern of sleep. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. 3805-3808. 2014-01-01
- On separability of A-phases during the cyclic alternating pattern. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. 2253-2256. 2014-01-01
- Relation between heart beat fluctuations and cyclic alternating pattern during sleep in insomnia patients. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. 2249-2252. 2014-01-01
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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
- Iterative estimation of the number of autofluorescence components in a biological sample. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing. -. 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
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A new method to estimate abundances of multiple components using multi-spectral Fluorescence Lifetime Imaging Microscopy.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS.
1081-1084.
2012-01-01
- 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
- Approximate string matching using phase correlation. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 6309-6312. 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
- Particle filter for spectral unmixing. CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book. -. 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 detection of tic activity in the Tourette Syndrome. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 422-425. 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
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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 by empirical mode decomposition on tachogram. IFMBE Proceedings. 247-251. 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
- Time-varying analysis of the heart rate variability during REM and non REM sleep stages. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 3576-3579. 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
- Time-frequency assessment of heart rate variability under Valsalva and Mueller maneuvers. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 220-223. 2003-01-01
... more - Predicting EEG complexity from sleep macro and microstructure. Physiological Measurement. 1083-1101. 2011-01-01