Martín O. Méndez

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 12

Top Topics

Image Segmentation

Heart Rate Variability

Magnetic Resonance Images

Convolutional Neural Networks

Top Venues

Biomed. Signal Process. Control.

Multim. Tools Appl.

Medical Biol. Eng. Comput.

Publications

Eduardo A. Martínez-González, Alfonso Alba, Edgar Arce-Santana, Jorge Fernández-Wong, Martín O. Méndez
A novel system for the automatic reconstruction of visual field based on eye tracking and machine learning. Multim. Tools Appl. 82 (18) (2023)
Davide Coluzzi, Giuseppe Baselli, Anna Maria Bianchi, Guillermina Guerrero Mora, Juha M. Kortelainen, Mirja Tenhunen, Martín O. Méndez
Multi-Scale Evaluation of Sleep Quality Based on Motion Signal from Unobtrusive Device. Sensors 22 (14) (2022)
Martín O. Méndez, Edgar R. Arce Santana, Alfonso Alba, Valdemar Arce-Guevara, José S. Murguía Ibarra, Anna M. Bianchi
Automatic detection of A-phase onsets based on convolutional neural networks. Biomed. Signal Process. Control. 77 (2022)
Guadalupe Dorantes-Méndez, Martín O. Méndez, Laura E. Méndez-Magdaleno, Brenda G. Muñoz-Mata, Ildefonso Rodríguez-Leyva, Aldo R. Mejía-Rodríguez
Characterization and classification of Parkinson's disease patients based on symbolic dynamics analysis of heart rate variability. Biomed. Signal Process. Control. 71 (Part) (2022)
Martín O. Méndez, Joaquín Azpiroz-Leehan, Emilio Sacristán Rock, Edgar R. Arce Santana, Alfonso Alba, Valdemar Arce-Guevara
Assisted quantification of abdominal adipose tissue based on magnetic resonance images. Multim. Tools Appl. 79 (1-2) (2020)
Martín O. Méndez, J. S. Murguía, Alfonso Alba, Valdemar Arce-Guevara, Hernán González-Aguilar, Guillermina Guerrero Mora
Power-law scaling behavior of A-phase events during sleep: Normal and pathologic conditions. Biomed. Signal Process. Control. 57 (2020)
Edgar R. Arce Santana, Alfonso Alba, Martín O. Méndez, Valdemar Arce-Guevara
A-phase classification using convolutional neural networks. Medical Biol. Eng. Comput. 58 (5) (2020)
David Israel Medina, Martín O. Méndez, J. S. Murguía, Ioanna Chouvarda
Wavelet Singularity Analysis for CAP Sleep Delineation. BIBE (2019)
Edgar R. Arce Santana, Aldo R. Mejía-Rodríguez, Enrique Martinez-Peña, Alfonso Alba, Martín O. Méndez, Elisa Scalco, Alfonso Mastropietro, Giovanna Rizzo
A new Probabilistic Active Contour region-based method for multiclass medical image segmentation. Medical Biol. Eng. Comput. 57 (3) (2019)
Edgar R. Arce Santana, Alfonso Alba, Martín O. Méndez, Valdemar Arce-Guevara
A-Phase classification using convolutional neural networks. CoRR (2019)
Guadalupe Dorantes-Méndez, Martín O. Méndez, Alfonso Alba, Liborio Parrino, Giulia Milioli
Time-varying analysis of the heart rate variability during A-phases of sleep: Healthy and pathologic conditions. Biomed. Signal Process. Control. 40 (2018)
Maritza León-Bejarano, Guadalupe Dorantes-Méndez, Miguel Ramírez-Elías, Martín O. Méndez, Alfonso Alba, Ildefonso Rodríguez-Leyva, M. Jiménez
Fluorescence background removal method for biological Raman spectroscopy based on empirical mode decomposition. EMBC (2016)
Guadalupe Dorantes-Méndez, Martín O. Méndez, Alfonso Alba, Jose Saul González, Liborio Parrino, Giulia Milioli
Heart rate variability in cyclic alternating pattern during sleep in healthy and Nocturnal Front Lobe Epilepsy patients. EMBC (2015)
Guillermina Guerrero Mora, Juha M. Kortelainen, Elvia Ruth Palacios Hernandez, Mirja Tenhunen, Anna Maria Bianchi, Martín O. Méndez
Evaluation of Pressure Bed Sensor for Automatic SAHS Screening. IEEE Trans. Instrum. Meas. 64 (7) (2015)
Alejandro Martin-Gomez, Guillermina Guerrero Mora, Guadalupe Dorantes-Méndez, Alfonso Alba, Martín O. Méndez, Ioanna Chouvarda
Non-linear analysis of EEG and HRV signals during sleep. EMBC (2015)
Omar Gutierrez-Navarro, Daniel U. Campos-Delgado, Edgar Arce Santana, Martín O. Méndez, Javier A. Jo
Blind End-Member and Abundance Extraction for Multispectral Fluorescence Lifetime Imaging Microscopy Data. IEEE J. Biomed. Health Informatics 18 (2) (2014)
Martín O. Méndez, Alfonso Alba, Ioanna Chouvarda, Giulia Milioli, Andrea Grassi, Mario G. Terzano, Liborio Parrino
On separability of A-phases during the cyclic alternating pattern. EMBC (2014)
Jose Saul González-Salazar, Alfonso Alba, Martín O. Méndez, Jose Martin Luna-Rivera, Liborio Parrino, Andrea Grassi, Mario G. Terzano, Giulia Milioli
Characterization of the autonomic system during the cyclic alternating pattern of sleep. EMBC (2014)
Luz Roxanna De León-Lomelí, J. S. Murguía, Ioanna Chouvarda, Martín O. Méndez, Emilio J. González-Galván, Alfonso Alba, Giulia Milioli, Andrea Grassi, Mario G. Terzano, Liborio Parrino
Relation between heart beat fluctuations and cyclic alternating pattern during sleep in insomnia patients. EMBC (2014)
Omar Gutierrez-Navarro, Daniel U. Campos-Delgado, Edgar R. Arce Santana, Martín O. Méndez, Javier A. Jo
Iterative estimation of the number of autofluorescence components in a biological sample. WHISPERS (2013)
Guillermina Guerrero Mora, Juha M. Kortelainen, Elvia Ruth Palacios Hernandez, Anna M. Bianchi, Giulia Tacchino, Mirja Tenhunen, Martín O. Méndez, Mark J. van Gils
Detection of sleep-disordered breating with Pressure Bed Sensor. EMBC (2013)
Anna M. Bianchi, Martín O. Méndez
Methods for heart rate variability analysis during sleep. EMBC (2013)
Omar Gutierrez-Navarro, Daniel U. Campos-Delgado, Edgar Arce Santana, Martín O. Méndez, Javier A. Jo
A Fully Constrained Optimization Method for Time-Resolved Multispectral Fluorescence Lifetime Imaging Microscopy Data Unmixing. IEEE Trans. Biomed. Eng. 60 (6) (2013)
Ioanna Chouvarda, Andrea Grassi, Martín O. Méndez, Anna M. Bianchi, Liborio Parrino, Giulia Milioli, Mario G. Terzano, Nicos Maglaveras, Sergio Cerutti
Insomnia types and sleep microstructure dynamics. EMBC (2013)
Alfonso Alba, Margarita Rodriguez-Kessler, Edgar R. Arce Santana, Martín O. Méndez
Approximate string matching using phase correlation. EMBC (2012)
Sara Mariani, Elena Manfredini, Valentina Rosso, Andrea Grassi, Martín O. Méndez, Alfonso Alba, Matteo Matteucci, Liborio Parrino, Mario G. Terzano, Sergio Cerutti, Anna M. Bianchi
Efficient automatic classifiers for the detection of A phases of the cyclic alternating pattern in sleep. Medical Biol. Eng. Comput. 50 (4) (2012)
José Manuel Tenorio, Alfonso Alba, Martín O. Méndez, Anna M. Bianchi, Andrea Grassi, Edgar Arce Santana, Ioanna Chouvarda, Sara Mariani, Valentina Rosso, Mario G. Terzano, Liborio Parrino
A novel method to assist the detection of the Cyclic Alternating Pattern (CAP). EMBC (2012)
Aldo R. Mejía-Rodríguez, Elisa Scalco, Daniele Tresoldi, Anna M. Bianchi, Edgar R. Arce Santana, Martín O. Méndez, Giovanna Rizzo
Mesh-based approach for the 3D analysis of anatomical structures of interest in Radiotherapy. EMBC (2012)
Omar Gutierrez-Navarro, Edgar R. Arce Santana, Daniel U. Campos-Delgado, Martín O. Méndez, Javier A. Jo
A new method to estimate abundances of multiple components using multi-spectral Fluorescence Lifetime Imaging Microscopy. EMBC (2012)
Ioanna Chouvarda, Martín O. Méndez, Alfonso Alba, Anna M. Bianchi, Andrea Grassi, Edgar Arce Santana, Valentina Rosso, Mario G. Terzano, Liborio Parrino
Nonlinear analysis of the change points between A and B phases during the Cyclic Alternating Pattern under normal sleep. EMBC (2012)
Guillermina Guerrero Mora, Elvia Ruth Palacios, Anna Maria Bianchi, Juha M. Kortelainen, Mirja Tenhunen, Sari-Leena Himanen, Martín O. Méndez, Edgar Arce Santana, Omar Gutierrez-Navarro
Sleep-wake detection based on respiratory signal acquired through a Pressure Bed Sensor. EMBC (2012)
Ioanna Chouvarda, Valentina Rosso, Martín O. Méndez, Anna M. Bianchi, Liborio Parrino, Andrea Grassi, Mario G. Terzano, Sergio Cerutti
Assessment of the EEG complexity during activations from sleep. Comput. Methods Programs Biomed. 104 (3) (2011)
Sara Mariani, Andrea Grassi, Martín O. Méndez, Liborio Parrino, Mario G. Terzano, Anna M. Bianchi
Automatic detection of CAP on central and fronto-central EEG leads via support vector machines. EMBC (2011)
Aldo R. Mejía-Rodríguez, Edgar R. Arce Santana, Elisa Scalco, Daniele Tresoldi, Martín O. Méndez, Anna M. Bianchi, Giovanni M. Cattaneo, Giovanna Rizzo
Elastic registration based on particle filter in radiotherapy images with brain deformations. EMBC (2011)
Ioanna Chouvarda, Martín O. Méndez, Valentina Rosso, Anna M. Bianchi, Liborio Parrino, Andrea Grassi, Mario Giovanni Terzano, Nicos Maglaveras, Sergio Cerutti
CAP sleep in insomnia: New methodological aspects for sleep microstructure analysis. EMBC (2011)
Juha M. Kortelainen, Martín O. Méndez, Anna M. Bianchi, Matteo Matteucci, Sergio Cerutti
Sleep staging based on signals acquired through bed sensor. IEEE Trans. Inf. Technol. Biomed. 14 (3) (2010)
Anna M. Bianchi, Martín O. Méndez, Sergio Cerutti
Processing of signals recorded through smart devices: sleep-quality assessment. IEEE Trans. Inf. Technol. Biomed. 14 (3) (2010)
Eduardo Gil, Martín O. Méndez, José María Vergara, Sergio Cerutti, Anna M. Bianchi, Pablo Laguna
Discrimination of Sleep-Apnea-Related Decreases in the Amplitude Fluctuations of PPG Signal in Children by HRV Analysis. IEEE Trans. Biomed. Eng. 56 (4) (2009)
Martín O. Méndez, Anna M. Bianchi, Matteo Matteucci, Sergio Cerutti, Thomas Penzel
Sleep Apnea Screening by Autoregressive Models From a Single ECG Lead. IEEE Trans. Biomed. Eng. 56 (12) (2009)
Sergio Cerutti, Anna M. Bianchi, Martín O. Méndez
My-Heart Project: Analysis of Sleep and Stress Profiles from Biomedical Signal. HEALTHINF (1) (2008)
Martín O. Méndez, Anna M. Bianchi, Nicola Montano, V. Patruno, Eduardo Gil, C. Mantaras, S. Aiolfi, Sergio Cerutti
On arousal from sleep: time-frequency analysis. Medical Biol. Eng. Comput. 46 (4) (2008)
Anna M. Bianchi, Omar P. Villantieri, Martín O. Méndez, Sergio Cerutti
Role of signal processing in wearable devices: application to sleep evaluation. BSN (2007)
Anna M. Bianchi, Omar P. Villantieri, Martín O. Méndez, Sergio Cerutti
Signal Processing and Feature Extraction for Sleep Evaluation in Wearable Devices. EMBC (2006)
Martín O. Méndez, Anna M. Bianchi, Omar P. Villantieri, Sergio Cerutti
Time-varying Analysis of the Heart Rate Variability during REM and Non REM Sleep Stages. EMBC (2006)