Signal Processing and Feature Extraction for Sleep Evaluation in Wearable Devices. - Anna M. Bianchi; Omar P. Villantieri; Martín O. Méndez; Sergio Cerutti (EMBC, 2006)

Time-varying Analysis of the Heart Rate Variability during REM and Non REM Sleep Stages. - Martín O. Méndez; Anna M. Bianchi; Omar P. Villantieri; Sergio Cerutti (EMBC, 2006)

Role of signal processing in wearable devices: application to sleep evaluation. - Anna M. Bianchi; Omar P. Villantieri; Martín O. Méndez; Sergio Cerutti (BSN, 2007)

My-Heart Project: Analysis of Sleep and Stress Profiles from Biomedical Signal. - Sergio Cerutti; Anna M. Bianchi; Martín O. Méndez (HEALTHINF (1), 2008)

On arousal from sleep: time-frequency analysis. - Martín O. Méndez; Anna M. Bianchi; Nicola Montano; V. Patruno; Eduardo Gil; C. Mantaras; S. Aiolfi; Sergio Cerutti (Medical Biol. Eng. Comput., 2008)

Discrimination of Sleep-Apnea-Related Decreases in the Amplitude Fluctuations of PPG Signal in Children by HRV Analysis. - Eduardo Gil; Martín O. Méndez; José María Vergara; Sergio Cerutti; Anna M. Bianchi; Pablo Laguna (IEEE Trans. Biomed. Eng., 2009)

Sleep Apnea Screening by Autoregressive Models From a Single ECG Lead. - Martín O. Méndez; Anna M. Bianchi; Matteo Matteucci; Sergio Cerutti; Thomas Penzel (IEEE Trans. Biomed. Eng., 2009)

Processing of signals recorded through smart devices: sleep-quality assessment. - Anna M. Bianchi; Martín O. Méndez; Sergio Cerutti (IEEE Trans. Inf. Technol. Biomed., 2010)

Sleep staging based on signals acquired through bed sensor. - Juha M. Kortelainen; Martín O. Méndez; Anna M. Bianchi; Matteo Matteucci; Sergio Cerutti (IEEE Trans. Inf. Technol. Biomed., 2010)

CAP sleep in insomnia: New methodological aspects for sleep microstructure analysis. - Ioanna Chouvarda; Martín O. Méndez; Valentina Rosso; Anna M. Bianchi; Liborio Parrino; Andrea Grassi; Mario Giovanni Terzano; Nicos Maglaveras; Sergio Cerutti (EMBC, 2011)

Automatic detection of CAP on central and fronto-central EEG leads via support vector machines. - Sara Mariani; Andrea Grassi; Martín O. Méndez; Liborio Parrino; Mario G. Terzano; Anna M. Bianchi (EMBC, 2011)

Elastic registration based on particle filter in radiotherapy images with brain deformations. - Aldo R. Mejía-Rodríguez; Edgar R. Arce Santana; Elisa Scalco; Daniele Tresoldi; Martín O. Méndez; Anna M. Bianchi; Giovanni M. Cattaneo; Giovanna Rizzo (EMBC, 2011)

Assessment of the EEG complexity during activations from sleep. - Ioanna Chouvarda; Valentina Rosso; Martín O. Méndez; Anna M. Bianchi; Liborio Parrino; Andrea Grassi; Mario G. Terzano; Sergio Cerutti (Comput. Methods Programs Biomed., 2011)

Approximate string matching using phase correlation. - Alfonso Alba; Margarita Rodriguez-Kessler; Edgar R. Arce Santana; Martín O. Méndez (EMBC, 2012)

Nonlinear analysis of the change points between A and B phases during the Cyclic Alternating Pattern under normal sleep. - Ioanna Chouvarda; Martín O. Méndez; Alfonso Alba; Anna M. Bianchi; Andrea Grassi; Edgar Arce Santana; Valentina Rosso; Mario G. Terzano; Liborio Parrino (EMBC, 2012)

A new method to estimate abundances of multiple components using multi-spectral Fluorescence Lifetime Imaging Microscopy. - Omar Gutierrez-Navarro; Edgar R. Arce Santana; Daniel U. Campos-Delgado; Martín O. Méndez; Javier A. Jo (EMBC, 2012)

Mesh-based approach for the 3D analysis of anatomical structures of interest in Radiotherapy. - Aldo R. Mejía-Rodríguez; Elisa Scalco; Daniele Tresoldi; Anna M. Bianchi; Edgar R. Arce Santana; Martín O. Méndez; Giovanna Rizzo (EMBC, 2012)

Sleep-wake detection based on respiratory signal acquired through a Pressure Bed Sensor. - 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 (EMBC, 2012)

A novel method to assist the detection of the Cyclic Alternating Pattern (CAP). - 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 (EMBC, 2012)

Efficient automatic classifiers for the detection of A phases of the cyclic alternating pattern in sleep. - 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 (Medical Biol. Eng. Comput., 2012)

Methods for heart rate variability analysis during sleep. - Anna M. Bianchi; Martín O. Méndez (EMBC, 2013)

Insomnia types and sleep microstructure dynamics. - Ioanna Chouvarda; Andrea Grassi; Martín O. Méndez; Anna M. Bianchi; Liborio Parrino; Giulia Milioli; Mario G. Terzano; Nicos Maglaveras; Sergio Cerutti (EMBC, 2013)

Detection of sleep-disordered breating with Pressure Bed Sensor. - Guillermina Guerrero Mora; Juha M. Kortelainen; Elvia Ruth Palacios Hernandez; Anna M. Bianchi; Giulia Tacchino; Mirja Tenhunen; Martín O. Méndez; Mark J. van Gils (EMBC, 2013)

Iterative estimation of the number of autofluorescence components in a biological sample. - Omar Gutierrez-Navarro; Daniel U. Campos-Delgado; Edgar R. Arce Santana; Martín O. Méndez; Javier A. Jo (WHISPERS, 2013)

A Fully Constrained Optimization Method for Time-Resolved Multispectral Fluorescence Lifetime Imaging Microscopy Data Unmixing. - Omar Gutierrez-Navarro; Daniel U. Campos-Delgado; Edgar Arce Santana; Martín O. Méndez; Javier A. Jo (IEEE Trans. Biomed. Eng., 2013)

Characterization of the autonomic system during the cyclic alternating pattern of sleep. - Jose Saul González-Salazar; Alfonso Alba; Martín O. Méndez; Jose Martin Luna-Rivera; Liborio Parrino; Andrea Grassi; Mario G. Terzano; Giulia Milioli (EMBC, 2014)

Relation between heart beat fluctuations and cyclic alternating pattern during sleep in insomnia patients. - 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 (EMBC, 2014)

On separability of A-phases during the cyclic alternating pattern. - Martín O. Méndez; Alfonso Alba; Ioanna Chouvarda; Giulia Milioli; Andrea Grassi; Mario G. Terzano; Liborio Parrino (EMBC, 2014)

Blind End-Member and Abundance Extraction for Multispectral Fluorescence Lifetime Imaging Microscopy Data. - Omar Gutierrez-Navarro; Daniel U. Campos-Delgado; Edgar Arce Santana; Martín O. Méndez; Javier A. Jo (IEEE J. Biomed. Health Informatics, 2014)

Heart rate variability in cyclic alternating pattern during sleep in healthy and Nocturnal Front Lobe Epilepsy patients. - Guadalupe Dorantes-Méndez; Martín O. Méndez; Alfonso Alba; Jose Saul González; Liborio Parrino; Giulia Milioli (EMBC, 2015)

Non-linear analysis of EEG and HRV signals during sleep. - Alejandro Martin-Gomez; Guillermina Guerrero Mora; Guadalupe Dorantes-Méndez; Alfonso Alba; Martín O. Méndez; Ioanna Chouvarda (EMBC, 2015)

Evaluation of Pressure Bed Sensor for Automatic SAHS Screening. - Guillermina Guerrero Mora; Juha M. Kortelainen; Elvia Ruth Palacios Hernandez; Mirja Tenhunen; Anna Maria Bianchi; Martín O. Méndez (IEEE Trans. Instrum. Meas., 2015)

Fluorescence background removal method for biological Raman spectroscopy based on empirical mode decomposition. - Maritza León-Bejarano; Guadalupe Dorantes-Méndez; Miguel Ramírez-Elías; Martín O. Méndez; Alfonso Alba; Ildefonso Rodríguez-Leyva; M. Jiménez (EMBC, 2016)

Analysis of A-phase transitions during the cyclic alternating pattern under normal sleep. - Martín Oswaldo Méndez; Ioanna Chouvarda; Alfonso Alba; Anna Maria Bianchi; Andrea Grassi; Edgar Arce Santana; Giulia Milioli; Mario Giovanni Terzano; Liborio Parrino (Medical Biol. Eng. Comput., 2016)

Robust Image Segmentation Based on Superpixels and Gauss-Markov Measure Fields. - Alejandro Reyes; Miguel Eugenio Rubio Rincon; Martín Oswaldo Méndez García; Edgar Roman Arce Santana; Francisco Alfonso Alba Cadena (MICAI (Special Session), 2017)

Time-varying analysis of the heart rate variability during A-phases of sleep: Healthy and pathologic conditions. - Guadalupe Dorantes-Méndez; Martín O. Méndez; Alfonso Alba; Liborio Parrino; Giulia Milioli (Biomed. Signal Process. Control., 2018)

Wavelet Singularity Analysis for CAP Sleep Delineation. - David Israel Medina; Martín O. Méndez; J. S. Murguía; Ioanna Chouvarda (BIBE, 2019)

A new Probabilistic Active Contour region-based method for multiclass medical image segmentation. - Edgar R. Arce Santana; Aldo R. Mejía-Rodríguez; Enrique Martinez-Peña; Alfonso Alba; Martín O. Méndez; Elisa Scalco; Alfonso Mastropietro; Giovanna Rizzo (Medical Biol. Eng. Comput., 2019)

Power-law scaling behavior of A-phase events during sleep: Normal and pathologic conditions. - Martín O. Méndez; J. S. Murguía; Alfonso Alba; Valdemar Arce-Guevara; Hernán González-Aguilar; Guillermina Guerrero Mora (Biomed. Signal Process. Control., 2020)

A-phase classification using convolutional neural networks. - Edgar R. Arce Santana; Alfonso Alba; Martín O. Méndez; Valdemar Arce-Guevara (Medical Biol. Eng. Comput., 2020)

Assisted quantification of abdominal adipose tissue based on magnetic resonance images. - Martín O. Méndez; Joaquín Azpiroz-Leehan; Emilio Sacristán Rock; Edgar R. Arce Santana; Alfonso Alba; Valdemar Arce-Guevara (Multim. Tools Appl., 2020)

Characterization and classification of Parkinson's disease patients based on symbolic dynamics analysis of heart rate variability. - Guadalupe Dorantes-Méndez; Martín O. Méndez; Laura E. Méndez-Magdaleno; Brenda G. Muñoz-Mata; Ildefonso Rodríguez-Leyva; Aldo R. Mejía-Rodríguez (Biomed. Signal Process. Control., 2022)

Automatic detection of A-phase onsets based on convolutional neural networks. - Martín O. Méndez; Edgar R. Arce Santana; Alfonso Alba; Valdemar Arce-Guevara; José S. Murguía Ibarra; Anna M. Bianchi (Biomed. Signal Process. Control., 2022)

Multi-Scale Evaluation of Sleep Quality Based on Motion Signal from Unobtrusive Device. - Davide Coluzzi; Giuseppe Baselli; Anna Maria Bianchi; Guillermina Guerrero Mora; Juha M. Kortelainen; Mirja Tenhunen; Martín O. Méndez (Sensors, 2022)

A novel system for the automatic reconstruction of visual field based on eye tracking and machine learning. - Eduardo A. Martínez-González; Alfonso Alba; Edgar Arce-Santana; Jorge Fernández-Wong; Martín O. Méndez (Multim. Tools Appl., 2023)

LSTM-based approach for A-phase detection from single-channel EEG in whole sleep recordings. - S. Avila; J. S. Murguía; B. Strizek; J. Jimenez-Cruz; Anna M. Bianchi; Alfonso Alba; Edgar Arce Santana; Martín O. Méndez (Biomed. Signal Process. Control., 2025)