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Martin Oswaldo Mendez Garcia

 

Professor
Facultad de Ciencias
Universidad Autónoma de San Luis Potosí
San Luis Potosí, SLP., México
Tels: (+52) 444-826-2316, 444-826-2320, 444-834-2550 ext 2963
Fax: (+52) 444-826-2384 ext 7159
email: mmendez@galia.fc.uaslp.mx

 

Biography

2004-2007 Ph.D. Biomedical Engineering, Biomedical Department, Politecnico di Milano, Italy

2002-2003 MSc Biomedical Engineering, Universidad Autonoma Metropolitana, Mexico.

1996-2001 Engineering in Electronics, Instituto Tecnologico de Aguascalientes, Mexico.

Current Research Topics

- Signal and modeling of biomedical signals

- Pattern classification on biomedical signal

- Clinical decision support systems

Projects

- Autmatic detection of the sleep structure (macro and micro) ... learn more >>

- Sleep Apnea detection ... learn more >>

- Heart failure management ... learn more >>

- Tourette monitoring ... learn more >>

Teaching

- Numerical Methods

- Biomedical Instrumentation

- Signal Processing

- Probability

- Pattern Classification

Some Publications

Chapter Books

AM Bianchi, M Mendez e S Cerutti, Elaborazione di segnali acquisiti mediante sistemi indossabili: applicazione al monitoraggio della qualitá del sonno, Patron ed. (2008).

MO Mendez and LT Mainardi, Digital Biomedical Signal Acquisition and Processing: Basic Topics. In Encyclopedia of Biomaterials and Biomedical Engineering (EBBE), Taylor and Francis Group, LLC (2006).

 

Journals

Juha Matti Kortelainen, Martin Oswaldo Mendez, Matteo Matteucci, Sergio Cerutti, Anna Maria Bianchi Sleep Staging based on Signals Acquired through Bed Sensor, TITB (in press)

Michel Bernabei, Ezio Preatoni, Martin Oswaldo Mendez, Picini Luca, Porta Mauro and Andreoni Giuseppe A novel automatic method for monitoring Tourette motor tics through a wearable device, Movement Disorders,  (in press)

AM Bianchi, MO Mendez, M Ferrario and S Cerutti. Long Term Correlations and Complexity Analysis of the Heart Rate Variability Signal During Sleep: Comparing Normal and Pathologic Subjects, MethodsInfMed (in press)

Anna Maria Bianchi, Martin Oswaldo Mendez and Sergio Cerutti Processing of signals recorded through smart devices: sleep quality assessment, TITB (in press)

MO Mendez, J Corthout, S Van Hu_el, M Matteucci, AM Bianchi, T Penzel and S Cerutti. Automatic screening of Obstructive Sleep Apnea from one ECG lead by Empirical Mode Decomposition and Wavelet Analysis, Phys. Meas., 31, pp. 279-289, 2010.

Martin O. Mendez, Anna Maria Bianchi, Matteo Matteucci, Sergio Cerutti, and Thomas Penzel, Sleep Apnea Screening by Autoregressive Models From a Single ECG Lead. IEEE-TBME, 56(12), pp. 2838-2850, 2009.

Eduardo Gil, Martín Mendez, José María Vergara, Sergio Cerutti, Anna Maria Bianchi, and Pablo Laguna, Discriminant of sleep apnea related decreases in the amplitude fluctation of PPG signal in children by HRV analysis. IEEE-TBME, 56(4), pp. 1005-1014, 2009.

MO Mendez, AM Bianchi, N Montano, V Patruno, E Gil, C Mantaras, S Aiolfi, S Cerutti, On Arousal from Sleep: Time-Frequency Analysis. Med Biol Eng Comput, 46(4), pp. 341-51, 2008.

 

Proceedings

AM Bianchi, MO Mendez, E Paglialonga, M Ferrario and S Cerutti. Long Term Correlations and Complexity Analysis of the Heart Rate Variability Signal During Sleep. 6th International Workshop on Biosignal interpretation (BSI09), New Heaven, 2009, pp. 1-4.

MO Mendez, M Matteucci, S Cerutti, F Aletti and AM Bianchi. Sleep Staging Classi_cation Based on HRV: Time-Variant Analysis. 31st Annual International IEEE-EMBS Conference, September 2-6 (2009), Minneapolis, Minnesota, USA, pp 9-13.

MO Mendez, M Matteucci, S Cerutti, AM Bianchi and JM Kortelainen. Automatic detection of sleep macrostructure based on bed sensors. 31st Annual International IEEE-EMBS Conference, September 2-6 (2009), Minneapolis, Minnesota, USA, pp 5555-5559.

G Rizzo, D Tresoldi, E Scalco, M Mendez, AM Bianchi, GL Moro, A Rubinacci. Automatic Segmentation of Cortical and Trabecular Components of Bone Specimens Acquired by pQCT. 30th Annual International IEEEE-MBS Conference, August 20-24 (2008), Vancouver, British Columbia, Canada, pp 486-489.

E Gil, M Mendez, JM Vergara, S Cerutti, AM Bianchi and P Laguna. Detection of Obstructive Sleep Apnea in Children using Decreases in the Amplitude Fluctuations of PPG Signal and HRV. 30th Annual International IEEE-EMBS Conference, August 20-24 (2008), Vancouver, British Columbia, Canada, pp 3479-3482.

J Corthout, S Van Huffel, MO Mendez, AM Bianchi, T Penzel and S Cerutti. Automatic screening of Obstructive Sleep Apnea from the ECG based on Empirical Mode Decomposition and Wavelet Analysis. 30th Annual International IEEE-EMBS Conference, August 20-24 (2008), Vancouver, British Columbia, Canada, pp 3608-3611.

S Cerutti, AM Bianchi, MO Mendez, My-Heart Project: Analysis of Sleep and Stress Profiles from Biomedical Signal. International Joint Conference on Biomedical Engineering Systems and Technology, January 28-31 (2008), Madeira, Portugal.

MO Mendez, E Gil, JM Vergara, S Cerutti, AM Bianchi, P Laguna. Association between Amplitude Fluctuations in PPG and HRV. 5th Conference of the European Study Group on Cardiovascular Oscillations, April 7-9 (2008), Parma, Italy.

AM Bianchi, MO Mendez, S. Cerutti. Effects of Sleep Macrostructure and Microstructure on Autonomic Cardiovascular Control. 5th Conference of the European Study Group on Cardiovascular Oscillations, April 7-9 (2008), Parma, Italy.

AM Bianchi, MO Mendez, S Cerutti. A Wearable System for Stress Assessment and Relaxation. Internacional Workshop on Wearable Micro and Nanosystems for Personalised Health, pHealth, May 21-23 (May), Valencia, Spain 2008.

S Devot, AM Bianchi, E Naujokat, MO Mendez, A Brauers, S Cerutti. Sleep Mopnitoring Through a Textile Recording System. 29th Annual International Conference of the IEEE-EMBS, August 23-26 (2007), Lyon, France, pp 2560-2563.

M Mendez, AM Bianchi, O Villantieri, S Cerutti, Assessment of the Heart Rate Variability during Arousal from Sleep by Cohen Class Time-Frequency Distributions. Medicon, June 26-30 (2007), Ljubljana, Slovenia.

M Mendez, AM Bianchi, O Villantieri, S Cerutti,Time-varying Analysis of the Heart Rate Variability during REM and Non REM Sleep Stages, 28th Annual International Conference of the IEEE-EMBS, September 1-4 (2006), NY,USA, 3576-3579.AM Bianchi, OP Villantieri, MO

Mendez, V Patruno, S Cerutti, Signal Processing and Feature Extraction for Sleep Evaluation in Wearable Devices, 28th Annual International Conference of the IEEE-EMBS, September 1-4 (2006), NY, USA.

MC Mantaras, MO Mendez, O Villiantieri, N Montano, V Patruno, AM Bianchi, S Cerutti Non-Parametric and Parametric Time-Frequency Analysis of HRV during Arousals from Sleep. Computers in Cardiology, September 17-20 (2006), Velencia, Spain, pp 745-748.E Gil, MO

Mendez, O Villantieri, J Mateo, JM Vergara, AM Bianchi, P Laguna, Heart Rate Variability during Pulse Photoplethismography Decreased Amplitude Fluctuations and its correlation with Apneic Episodes, Computers in Cardiology, september 17-20 (2006), Velencia, Spain, pp 165-168.

MO Mendez, AM Bianchi, OP Villiantieri, S Cerutti,T Penzel, Time- Variant Spectral Analysis of the Heart Rate Variability during Sleep in Healthy and Obstructive Sleep Apnoea Subjects, Computers in Cardiology, september 17-20 (2006), Velencia, Spain, pp 741-744.

C Mantaras, M Mendez, V Patruno, N Montano, AM Bianchi, S Cerutti, Time-Varing Analysis of the Heart Rate Variability during Arousal from Sleep, 27th Annual International Conference of the IEEE-EMBS, September 1-4 (2005), Shangai, China, vol 4 : pp 4427-4429.

MO Mendez, OP Villantieri, AM Bianchi, S Cerutti, Sleep Analysis for Wearable Devices Applying Autoregressive Parametric Models, 27th Annual International Conference of the IEEE-EMBS, September 1-4 (2005), Shangai, China, vol 7 : pp 7353-7356.

AM Bianchi, OP Villantieri, MO Mendez, V Patruno, S Cerutti, N Montano, Different ffects of CPAP and APAP Therapies on the Autonomic Nervous System in OSA Patients, Computers in Cardiology, September 25-28 (2005), Lyon, France.

S Puzzuoli, P Marcheschi, AM Bianchi, MO Mendez, D De Rossi, L Landini, Remote Transmission and Analysis of Signals from Wearable Devices in Sleep Disorders Evaluation, Computers in Cardiology, september 25-28 (2005), Lyon, France.

M Mendez, O Villantieri, AM Bianchi, N Montano, V Patruno, S Cerutti, Time- Frequency Analysis of the Heart Rate Variability in Arousal from Sleep, 3ed European Medical and Biological Engineering Conference (EMBEC), november 20-25 (2005) Prague, Czech Republic.

MO Mendez, AM Bianchi, S Cerutti , Non stationary analysis of heart rate variability during the obstructive sleep apnea, 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1-5 Settembre 2004, San Francisco, USA, vol 1 : pp 286- 289.

AM Bianchi, R Paradiso, M Mendez, G Loriga, P Scilingo, S Cerutti, Analysis Of Heart Rate And Respiration Variability Signals Obtained Through A Wearable System, International Conference MEDICON, Mediterranean Conference on Medical and Biological Engineering "Health in the Information Society", 2004.

MO Mendez, MJ Gaitan, S Carrasco, Time-Frequency Assessment of Heart Rate Variability under Valsalva and Mueller Maneuver. 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1-5 September 2003, Cancun, Mex, vol 1 : pp 220- 223