selected publications
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article
- 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
- 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
- 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-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
- 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
- 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
- Multimodal image registration by particle filtering: Evaluation and new results. IEEE Latin America Transactions. 12:129-137. 2014-01-01
- Phase-correlation guided area matching for realtime vision and video encoding. Journal of Real-Time Image Processing. 9:621-633. 2014-01-01
- 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
- Affine image registration guided by particle filter. IET Image Processing. 6:455-462. 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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chapter
- Low level representation of data for visual sensor network. Visual Information Processing in Wireless Sensor Networks: Technology, Trends and Applications. 94-115. 2011-01-01
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conference paper
- 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
- 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
- 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
- An exploration of multimodal similarity metrics for parametric image registration based on particle filtering. CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book. -. 2011-01-01
- A non-rigid multimodal image registration method based on particle filter and optical flow. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 35-44. 2010-01-01
- Evaluation of multimodal medical image registration based on Particle Filter. Program and Abstract Book - 2010 7th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2010. 406-411. 2010-01-01
- Image registration guided by particle filter. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 554-563. 2009-01-01