Technische Publikationen

Technical Publications


A novel system for the automatic reconstruction of visual field based on eye tracking and machine learning, Multimedia Tools and Applications

EA Martínez-González, A Alba, E Arce-Santana, J Fernández-Wong (2023)

Raman Spectroscopy Study of Skin Biopsies from Patients with Parkinson’s Disease: Trends in Alpha-Synuclein Aggregation from the Amide I Region

F León-Bejarano, MO Méndez, A Alba, I Rodríguez-Leyva, FJ González (2022).  Applied Spectroscopy 76 (11), 1317-1328.


Assessment of Singularities in the EEG During A-Phases of Sleep Based on Wavelet Decomposition 

DI Medina-Ibarra, I Chouvarda, JS Murguía, A Alba, ER Arce-Santana, MO Mendez (2022).
IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 2721-2731.


Automatic detection of A-phase onsets based on convolutional neural networks

MO Mendez, ER Arce-Santana, A Alba, V Arce-Guevara (2022),
Biomedical Signal Processing and Control 77, 103800.


Multi-Scale Evaluation of Sleep Quality Based on Motion Signal from Unobtrusive Device

D Coluzzi, G Baselli, AM Bianchi, G Guerrero-Mora, JM Kortelainen, MO Mendez (2022).
Sensors 22 (14), 5295.



Characterization and classification of Parkinson’s disease patients based on symbolic dynamics analysis of heart rate variability.

Dorantes-Méndez, G., Mendez, M. O., Méndez-Magdaleno, L. E., Muñoz-Mata, B. G., Rodríguez-Leyva, I., & Mejía-Rodríguez, A. R. (2022). 
Biomedical Signal Processing and Control, 71, 103064.


Probabilistic Multiple Sclerosis Lesion Detection using Superpixels and Markov Random Fields. 

A Reyes, A Alba, MO Méndez, ER Arce-Santana, I Rodríguez-Leyva.
Revista mexicana de ingeniería biomédica 41 (3), 2020. 


Analysis of vibrational modes from alpha-synuclein: a theoretical model using density functional theory and Raman spectroscopy.

F León-Bejarano, MG Ramírez-Elías, MO Méndez, RA Guirado-López. 
Health and Technology 10 (2), 465-470. 2020. 


Developing a visual perimetry test based on eye-tracking: proof of concept. 

EA Martínez-González, A Alba, MO Méndez, J Fernández-Wong.
Health and Technology 10 (2), 437-441. 2020.


Assisted quantification of abdominal adipose tissue based on magnetic resonance images.

MO Mendez, J Azpiroz-Leehan, E Sacristan-Rock, ER Arce-Santana. 
Multimedia Tools and Applications 79 (1), 1519-1534. 2020.

A-phase classification using convolutional neural networks. 

ER Arce-Santana, A Alba, MO Mendez, V Arce-Guevara.
Medical & Biological Engineering & Computing, 1-12, 2020.


Power-law scaling behavior of A-phase events during sleep: Normal and pathologic conditions

MO Mendez, JS Murguía, A Alba, VE Arce-Guevara, H González-Aguilar, et. al.  Biomedical Signal Processing and Control 57, 101757, 2020.


Scaling Analysis of the A-Phase Dynamics during Sleep.

VE Arce-Guevara, MO Mendez, JS Murguia, A Alba, H González-Aguilar, et. al. 
Fract 28 (2), 2050050-1239, 2020.


Improved Vancouver Raman Algorithm Based on Empirical Mode Decomposition for Denoising Biological Samples.   

F Leon-Bejarano, MO Mendez, MG Ramirez-Elias, A Alba.
Applied spectroscopy, 0003702819860121, 2019.


Spectral properties of the respiratory signal during sleep apnea events: Obtrusive and unobtrusive measurements. 

Jordi Ramirez-Elias, Miguel Ramirez-Elias, Jesus Acosta-Elias, Guadalupe Dorantes-Mendez, Alfonso Alba, Martin O Mendez, Guillermina Guerrero- Mora, Juha M Kortelainen, Mirja L Tenhunen.
International Journal of Modern Physics C, 1950030, 2019.


A new Probabilistic Active Contour region-based method for multiclass medical image segmentation. 

Edgar R Arce-Santana, Aldo R Mejia-Rodriguez, Enrique Martinez, Alfonso Alba,  Martin  Mendez,  Elisa  Scalco, Alfonso Mastropietro, Giovanna Rizzo.
Medical & biological engineering & computing 57 (3), 565-576, 2019.

Assisted quantification of abdominal adipose tissue based on magnetic resonance images 

MO Mendez, J Azpiroz-Leehan, E Sacristan-Rock, ER Arce-Santana.
Multimedia Tools and Applications, 1-16, 2019.


Analysis of vibrational modes from alpha-synuclein:  a theoretical model using density functional theory and Raman spectroscopy. 

F Leon-Bejarano, MG Ramirez-Elias, MO Mendez, RA  Guirado-Lopez.
Health and Technology, 1-6, 2019.


Developing a visual perimetry test based on eye-tracking:  proof of concept. 

EA Martinez-Gonzalez, A Alba, MO Mendez, J Fernandez-Wong.
Health and Technology, 1-5, 2019.


Time-varying analysis of the heart rate variability during A-phases of sleep: Healthy and pathologic conditions. 
G Dorantes-Mendez, MO Mendez, A Alba, L Parrino, G Milioli.   
Biomedical Signal Processing and Control 40, 111-116, 2018.


Heart Rate Dynamics and their Relation with the Cyclic Alternating Pattern of Sleep in Normal Subjects and NFLE Patients.

J.S. González, G. Dorantes, A. Alba, M.O. Mendez, S.Camacho, M. Luna- Rivera, L. Parrino, S. Riccardi, M.G. Terzano, G. Milioli.   
Fluctuation and Noise Letters,16, pp 1750012, 2017.


Study of quadrature FIR filters for extraction of low-frequency instantaneous information in biophysical signals. 

V.E. Arce-Guevara, A. Alba-Cadena, M.O. Mendez
International Journal of Modern Physics C, 28, pp 1750065, 2017.


Detection of the sleep stages throughout non-obtrusive measures of inter-beat fluctuations and motion:  Night and day sleep of female shift workers

MO Mendez, ER Palacios-Hernandez, A Alba, JM Kortelainen. 
 Fluctuation and Noise Letters 16 (04), 1750033, 2017.


Denoising of Raman spectroscopy for biological samples based on empirical mode decomposition.  

F Leon-Bejarano, M Ramirez-Elias, MO Mendez, G  Dorantes-Mendez.
International Journal of Modern Physics C 28 (09), 1750116, 2017.


Analysis of A-phase transitions during the Cyclic Alternating Pattern under Normal Sleep. 

M.O. Mendez, I. Chouvarda, A. Alba, A.M. Bianchi, A. Grassi, E. Arce- Santana, G. Milioli, M.G. Terzano, L. Parrino.
Medical & Biological Engineering & Computing, 54, pp 133-148, 2016.


A consensus algorithm for approximate string matching and its application to QRS complex detection. 

A. Alba, M.O. Mendez, M.E. Rubio-Rincon, E.R.  Arce-Santana.
International Journal of Modern Physics C. 27, pp 1650029-1: 1650029-9, 2016


Scaling analysis of heart beat fluctuations data and its relationship with cyclic alternating pattern data  during  sleep.

R De León-Lomeli, JS Murguía, I Chouvarda, MO Mendez, E González- Galván, A Alba. 
International Journal of Modern Physics C, 27, pp 165001-1: 165001-7, 2016.


Spectral entropy analysis of the respiratory signal and its relationship with the cyclic alternating pattern during sleep. 

E Reyes-Sánchez, A Alba, MO Mendez, G Milioli, L Parrino.
International Journal of Modern Physics C, 2016


Evaluation of Pressure Bed Sensor for Automatic SAHS Screening

G. Guerrero Mora, J.M. Kortelainen, E.P. Hernandez, M. Tenhunen, A.M. Bianchi and M.O. Mendez.
IEEE Transactions on Instrumentation & Measurement, 64, pp 1935-1943, 2015.


Blind end-member and abundance extraction for multi-spectral fluorescence lifetime imaging microscopy data.

Omar Gutierrez-Navarro, Daniel Campos Delgado, Edgar Arce-Santana, Martin Mendez and Javier Jo.
Biomedical and Health Informatics, 18(2), pp 606-617,2014.


Acute effects on auto adjusting and fixed continuous positive airway pressure treatments on cardiorespiratory coupling  in obese patient with obstructive sleep apnea

Vincenzo Patruno, Eleonora Tobaldini, Anna M Bianchi, Martin O Mendez, Orietta Coletti, Giorgio Costantino, Nicola Montano.
European Journal of Internal Medicine, 25, pp 164-168, 2014.


Análisis multicanal de un sensor no obstructivo para la detección  del síndrome de apnea-hipopnea del  sueño

Guillermina Guerrero-Mora, Elvia Palacios-Hernandez, Juha M. Kortelainen, Anna M. Bianchi, Martin O. Mendez.
Revista  Mexicana  de  Ingeniería  Biomédica  35(1),  pp  29-40, 2014.


EEG segmentation for improving automatic CAP detection

Sara Mariani, Andrea Grassi, Martin O. Mendez, Giuglia Milioli, Liborio Parrino, Mario G. Terzano, Anna M. Bianchi.
Clinical Neurophysiology, 124, pp 1815-1823, 2013.


A fully constrained optimization method for time-resolved multispectral fluorescence lifetime imaging microscopy data unmixing

Omar Gutierrez-Navarro, Daniel Campos Delgado, Edgar Arce-Santana, Martin Mendez and Javier Jo. 
IEEE - Trans Biomed Eng, 60, pp 1711-1720, 2013.


Blind Decomposition of Multi-spectral Fluorescence Lifetime Imaging Microscopy Data: Further Validation

Omar Gutierrez-Navarro, Daniel Campos Delgado, Edgar Arce-Santana, Martin Mendez and Javier Jo. 
Procedia Technology, 7, pp 118-125, 2013.


Cyclic alternating patterns in normal sleep and insomnia:  structure and content differences,

Ioanna Chouvarda, Martin Oswaldo Mendez, V Rosso, Anna  M Bianchi, Liborio Parrino, Andrea  Grassi,  Mario Giovanni  Terzano,  Sergio Cerutti, Nicos Maglaveras.
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 20(5), pp 642-652, 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, Martin O Mendez, Alfonso Alba, Matteo  Matteucci,  Liborio  Parrino, Mario G  Terzano,   Sergio Cerutti, Anna  M Bianchi.
Medical and biological engineering and computing, 50(4), pp 359-372, 2012.


Study of the heart rate variability in bipolar disorder: linear and non-linear parameters during sleep

Matteo Migliorini, Martin O Mendez, Anna M Bianchi. 
Frontiers in neuroengineering, 4, pp 4-22, 2012.


Un algoritmo de Consenso para la Búsqueda  Aproximada de Patrones en Cadenas de Proteínas

A. Alba M. Rubio-Rincon M. Rodriguez-Kessler E.R. Arce-Santana M.O. Mendez.
Revista Mexicana de Ingeniería Biomédica, 33(2), pp 87-99, 2012.


Characterization of A phases during the Cyclic Alternating Pattern

Sara Mariani, Elena Manfredini, Valentina  Rosso,  Martin O. Mendez, Anna M. Bianchi,  Matteo Matteucci,  Mario G.  Terzano, Sergio Cerutti and Liborio Parrino.
Clinical Neurophysiology, 122(10), pp 2016-2024, 2011.


Predicting EEG complexity from sleep macro and micro structure 

Ioanna Chouvarda, Martin O Mendez, Valentina Rosso, Anna M Bianchi, Liborio Parrino, Andrea Grassi, Mario G Terzano, Nicos Maglaveras and Sergio Cerutti. 
Physiological Measurement, 32, pp 1083-1101, 2011.


Assessment of the EEG  complexity  during  activations  during  sleep

Ioanna Chouvarda, Valentina Rosso, MO Mendez, 
CMPB,  104, pp e16-e28, 2011.


A novel automatic method for monitoring Tourette motor tics through a wearable device

Michel Bernabei, Ezio Preatoni, Martin Oswaldo Mendez, Picini Luca, Porta Mauro and Andreoni Giuseppe.   
Movement Disorders, 25(12), pp 1967-1972, 2010.


Automatic screening of Obstructive Sleep Apnea from one ECG lead by Empirical Mode Decomposition and Wavelet Analysis.

MO Mendez, J Corthout, S Van Huffel, M Matteucci, AM Bianchi, T Penzel and S Cerutti. 
Phys.Meas. 31, pp. 273-289, 2010.


Processing of signals recorded through smart devices: sleep quality assessment

Anna Maria Bianchi, Martin Oswaldo Mendez and Sergio Cerutti.
TITB, 14(3), pp. 741-747, 2010.


Long Term Correlations and Complexity Analysis of the Heart Rate Variability Signal During Sleep: Comparing Normal and Pathologic Subjects

AM Bianchi, MO Mendez, M Ferrario and S Cerutti.
MethodsInfMed,49(5), pp 479-483, 2010.


Sleep Staging based on Signals Acquired through Bed Sensor

Juha Matti Kortelainen, Martin Oswaldo Mendez, Matteo Matteucci, Sergio Cerutti, Anna Maria Bianchi. 
TITB, 14(3), pp 776-785, 2010.

Sleep Staging from Heart Rate Variability:  Time-Varying Spectral Features and Hidden Markov Models. 

Martin Oswaldo Mendez, Matteo Matteucci, Vincenza  Castronovo, Luigi Ferini-Strambi,  Sergio Cerutti, Anna  Maria  Bianchi.
 IJBET, 3, pp. 246-263, 2010.



Sleep Apnea Screening by Autoregressive Models From a Single ECG  Lead.

Martin O. Mendez, Anna Maria Bianchi, Matteo Matteucci, Sergio Cerutti, and Thomas  Penzel.
IEEE-TBME, 56(12), pp. 2838-2850, 2009.


Discriminant of sleep apnea related decreases in the amplitude fluctation of PPG signal in children by HRV analysis.

Eduardo Gil, Martin Mendez, Jose Maria Vergara, Sergio Cerutti, Anna Maria Bianchi, and Pablo Laguna 
IEEE-TBME, 56(4), pp. 1005-1014, 2009.


On Arousal from Sleep: Time-Frequency Analysis.

MO Mendez, AM Bianchi, N Montano, V Patruno, E Gil, C Mantaras, S Aiolfi, S Cerutti,
Med Biol Eng Comput, 46(4), pp. 341-51, 2008.