UAM Iztapalapa · Electrical Engineering Department

Neuroimaging Research Laboratory

We develop research projects in brain signal processing, brain-computer interfaces, and biomedical image analysis.

Research lines Contact us

EEG Laboratory

BCI Interfaces

Signal Processing

Biomedical Imaging

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Active research lines
4+
Collaborating institutions
qEEG
Quantitative electroencephalography
MRI/fMRI/US
Biomedical imaging

About the laboratory

Welcome to LINI

The Neuroimaging Research Laboratory (LINI) at the Universidad Autónoma Metropolitana, Iztapalapa campus, develops projects related to the analysis of brain information derived from electroencephalographic (EEG) recordings and anatomical and functional brain magnetic resonance imaging (MRI, fMRI).

The group's interests extend to all applications requiring biomedical data processing using digital signal and image processing techniques. We work in close collaboration with leading national health and research institutions.

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Laboratory objective

To propose and develop research projects in the area of signal and image processing, related to real needs in medicine, mainly with cerebral and cardiac applications.

Main technologies

EEG · MRI · fMRI · Ultrasound · CT · Nuclear Medicine

Work areas

Research lines

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Biomedical Image Analysis and Processing

Application of image processing and synthesis techniques in neuroscience and cardiology. We work with CT, mammography, structural and functional MRI, nuclear medicine, and ultrasound.

  • Segmentation and classification for neurodegenerative disease diagnosis (UNAM · INNN)
  • Fetal neuro-ultrasonographic image composition (INPer)
  • Ventricular dynamics analysis in cardiac images (INC · CI3M)
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Brain-Computer Interfaces (BCI)

Development of non-invasive surface EEG-based BCI systems providing direct communication between user and device, with applications for people with severe neuromuscular disabilities.

  • Slow cortical potentials (SCP)
  • Steady-state visual evoked potentials (SSVEP)
  • Motor-related synchronization/desynchronization (ERD)
  • Event-related potentials (ERP · P300)

Lab resources

Explore LINI

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Team members

Meet the faculty researchers of the LINI laboratory.

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Publications

Articles, theses and conference papers available in the publications section.

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Tools & Resources

AR mobile app, ESP32 workshop and P300 database available online.

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Active projects

Details on ongoing research projects, funding sources and collaborations.

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News & Events

Recent achievements, conferences, seminars and lab events.

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Graduate program

Information on the Biomedical Engineering graduate program and available fellowships.

Researchers

Laboratory members

The four faculty researchers of LINI belong to the Electrical Engineering Department of UAM Iztapalapa and the Digital Signal and Biomedical Image Processing Area.

VM

Dr. Verónica Medina Bañuelos

Full Professor

PhD in Biomedical Engineering · Université de Technologie de Compiègne, France (1991)

SNI Nivel I

Research interests

Pattern recognition in medical images · Brain and cardiac signal processing · Fetal wellbeing analysis via ultrasound · Clinical machine learning

RV

Dr. Raquel Valdés Cristerna

Full Professor

PhD in Biomedical Engineering · UAM-Iztapalapa (2003) · Postdoc UTC, France (2004)

SNI Nivel I · PRODEP

Research interests

Medical image analysis · Pattern recognition · Distributed systems · ICT in higher education

JJ

Dr. Juan Ramón Jiménez Alaniz

Full Professor

PhD in Biomedical Engineering · UAM-Iztapalapa (2006)

Research interests

Medical image and signal processing · NIR spectroscopy applied to medicine · Computational visualization of medical images

OY

M.Sc. Oscar Yáñez Suárez

Full Professor

MSc in Biomedical Engineering · UAM-Iztapalapa (1993)

Research interests

Brain-Computer Interfaces (BCI) · Machine learning · EEG brain signals · MRI image segmentation · Digital systems design

Collaborating researchers

EB

Dr. Erik René Bojorges Valdez

Professor · Department of Engineering Studies for Innovation · Universidad Iberoamericana Ciudad de México

Brain-Computer Interfaces · Machine learning for health · Signal processing · Medical instrumentation

OP

Dr. Omar Piña Ramírez

Researcher · Dept. of Bioinformatics and Statistical Analysis · Instituto Nacional de Perinatología

P300-based BCI · Biomedical data science · Fetal weight prediction · EEG signal analysis

MA

Dr. Miguel Ángel Porta Ramírez

Researcher · INFOTEC Centro de Investigación e Innovación en Tecnologías de la Información y Comunicación · Mexico City

EEG phase synchrony · Brain-Computer Interfaces · Biomedical signal processing · Machine learning · Embedded systems

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Featured article · Contactos, UAM Journal – No. 137 (2024)

Thirty years applying data science to digital medical image processing

Jiménez Alaniz · Medina Bañuelos · Valdés Cristerna · Yánez Suárez

Published in the special issue for the 50th Anniversary of UAM, this article traces over three decades of LINI research in medical image analysis — from early MRI work to current deep learning techniques — always in close collaboration with Mexico's National Health Institutes.

Read article ↗ Full list PDF ↗

Publications

⬇ BibTeX
  • Pardo-Rodríguez M., Bojorges E., Arias-Carrión O., Yáñez-Suárez O. (2025) Conscious breathing enhances bidirectional cortical-autonomic modulation: dynamics of EEG band power and heart rate variability. Frontiers in Systems Neuroscience, 19: 1650475. 10.3389/fnsys.2025.1650475 ↗
  • Pérez-Acosta G., Yáñez-Suárez O., Porta-García M.A., Díaz J.L. (2024) Music and Visual Imagery: Electroencephalographic Evidence of General and Modality-Specific Activity Patterns. Music & Science, 2024. 10.1177/20592043241251455 ↗
  • Jiménez-Alaniz J.R., Medina-Bañuelos V., Valdés-Cristerna R., Yáñez-Suárez O. (2024) Treinta años aplicando ciencia de datos al procesamiento digital de imágenes médicas. Contactos, Revista UAM – Núm. 137. https://contactos.izt.uam.mx/index.php/contactos/article/view/439 ↗
  • Rodriguez-Garcia M.E., Valdes-Cristerna R., Cantillo-Negrete J. (2024) Recommendations for ICA Denoising of Task-Based fMRI Data of Stroke Patients. XLVI Mexican Conf. Biomedical Engineering, Springer, pp. 241-248. 10.1007/978-3-031-46933-6_28 ↗
  • Moedano-Atristain J.E., Yáñez-Suárez O., Bojorges E. (2024) Continuous Mental State Estimation Using EEG Band Power Time Series Predictions for BCI Control. IEEE CNIB 2024 / IEEECONF60929. 10.1109/IEEECONF60929.2023.10525603 ↗
  • Rodríguez-Carpio A.B., Bojorges E., Yáñez-Suárez O. (2023) Pipeline System for Versatile Medical Image Processing. IEEE EMBS Special Topic Conf. Data Science & Engineering, pp. 153-154. 10.1109/IEEECONF58974.2023.10404838 ↗
  • Rodríguez-García M., Marín-Arriaga N., Macías-Arriaga S., Salazar-Cárdenas B., Ramírez-Rodríguez T., Aparicio-Jiménez V., Valdés-Cristerna R., Cantillo-Negrete J. (2023) Neuroimaging Techniques for Neuroplasticity Quantification in Stroke Patients. Revista Mexicana de Ingeniería Biomédica, 44(2): 52-73. 10.17488/RMIB.44.2.5 ↗
  • Castellanos-Díaz N.O. (2022) Clasificación Automática de Sujetos con Deterioro Cognitivo Leve en la Enfermedad de Alzheimer Mediante Marcadores Imagenológicos Multimodales [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Bojorges-Valdez E., Yáñez-Suárez O. (2021) Bidirectional intrinsic modulation of EEG band power time series and spectral components of heart rate variability. Autonomic Neuroscience: Basic and Clinical, 233: 102776. 10.1016/j.autneu.2021.102776 ↗
  • Pardo-Rodríguez M., Bojorges E., Yáñez-Suárez O. (2021) Disruption of the Cortical-Vagal Communication Network in Parkinson's Disease. Proceedings EMBC 2021, IEEE, pp. 5842-5845. 10.1109/EMBC46164.2021.9630751 ↗
  • Pardo-Rodríguez M., Bojorges E., Yáñez-Suárez O. (2021) Spectral EEG and Heart Rate Variability Features Enhance Identification of Medicated/Non-Medicated Parkinson's Disease Patients. Proceedings EMBC 2021, IEEE, pp. 5846-5849. 10.1109/EMBC46164.2021.9629543 ↗
  • Perez-Gonzalez J.L., Jiménez-Ángeles L., Rojas-Saavedra K., Barbará-Morales E., Medina-Bañuelos V. (2021) Mild Cognitive Impairment Classification Using Combined Structural and Diffusion Imaging Biomarkers. Physics in Medicine and Biology, 66(15). 10.1088/1361-6560/ac0e77 ↗
  • Valdivia-Vargas A., Moreno-Abad B., Valdés-Cristerna R., Cárdena-Arredondo C., Kerik N., Martínez-Hernández H., Medina-Bañuelos V., Perez-Gonzalez J.L. (2021) PET-MRI Analysis to Identify Metabolic Changes During Parkinson's Disease. Medical Information Processing and Analysis, SPIE, vol. 12088. 10.1117/12.2606305 ↗
  • Rosas-Castillo L.A., Yáñez-Suárez O., Medina-Bañuelos V. (2021) Segmentación de imágenes de resonancia magnética utilizando filtrado espacial y aprendizaje profundo. Memorias del Congreso Nacional de Ingeniería Biomédica, 8(1): 82-86. https://memoriascnib.mx/index.php/memorias/article/view/897 ↗
  • Ledesma-Ramírez C., Bojorges E., Yáñez-Suárez O., Piña-Ramírez O. (2020) Recurrence Analysis in the Detection of Continuous Task Episodes for Asynchronous BCI. IEEE SMC 2020, pp. 1511-1517. 10.1109/SMC42975.2020.9282907 ↗
  • Barbará-Morales E., Perez-Gonzalez J.L., Rojas-Saavedra K., Medina-Bañuelos V. (2020) Evaluation of Brain Tortuosity Measurement for the Automatic Multimodal Classification of Subjects with Alzheimer's Disease. Computational Intelligence and Neuroscience, 2020. 10.1155/2020/4041832 ↗
  • Barbará-Morales E., Rojas-Saavedra K., Jiménez-Ángeles L., Medina-Bañuelos V. (2020) Brain Tortuosity as Biomarker to Classify Mild Cognitive Impairment and Control Subjects. IFMBE Proceedings, 75: 327-333. 10.1007/978-3-030-30648-9_43 ↗
  • Perez-Gonzalez J.L., Arámbula-Cosío F., Huegel J.C., Medina-Bañuelos V. (2020) Probabilistic Learning Coherent Point Drift for 3D Ultrasound Fetal Head Registration. Computational and Mathematical Methods in Medicine, 2020. 10.1155/2020/4271519 ↗
  • Perez-Gonzalez J.L., Hevia N., Medina-Bañuelos V. (2020) Deep Learning Spatial Compounding from Multiple Fetal Head Ultrasound Acquisitions. MICCAI 2020, Springer, pp. 305-314. 10.1007/978-3-030-60334-2_30 ↗
  • Jiménez-Ángeles L., Medina-Bañuelos V., Santos-Díaz A., Valdés-Cristerna R. (2020) Analysis of Cardiac Contraction Patterns. In: Pattern Recognition Techniques Applied to Biomedical Problems, Springer, pp. 129-174. 10.1007/978-3-030-38021-2_7 ↗
  • Campos-Trujillo O., Perez-Gonzalez J.L., Medina-Bañuelos V. (2020) Early Prediction of Weight at Birth Using Support Vector Regression. IFMBE Proceedings, 75: 37-41. 10.1007/978-3-030-30648-9_5 ↗
  • Moreno-Abad B., Valdivia-Vargas A., Cardena-Arredondo C., Aguilar-Palomeque C., Kerik N., Martínez-Hernández H., Medina-Banuelos V., Valdes-Cristerna R., Perez-Gonzalez J.L. (2020) Comparación Morfológica de Subestructuras Cerebrales en Pacientes con Parkinson y Sujetos Control Mediante IRM. 43 Congreso Nacional de Ingeniería Biomédica (CNIB 2020). 10.24254/CNIB.20.10 ↗
  • Pardo-Rodríguez M., Bojorges E., Yáñez-Suárez O. (2019) Causal Relationship Analysis of Heart Rate Variability and Band Power Time Series of EEG Signals. Computing in Cardiology (CinC) 2019, pp. 1-4. 10.22489/CinC.2019.131 ↗
  • Galicia-Alvarado M., Alducín-Castillo J., Ramírez-Flores M.J., Sánchez-Quezada A., Yáñez-Suárez O., Flores-Ávalos B. (2019) Cognitive and spectral coherence of EEG alterations in resting state in children with chronic TBI. Salud Mental, 42(2): 91-100. 10.17711/SM.0185-3325.2019.012 ↗
  • Piña-Ramírez O., Valdés-Cristerna R., Yáñez-Suárez O. (2018) Scenario Screen: A Dynamic and Context Dependent P300 Stimulator Screen Aimed at Wheelchair Navigation Control. Computational and Mathematical Methods in Medicine, 2018. 10.1155/2018/7108906 ↗
  • Porta-García M.A., Valdés-Cristerna R., Yáñez-Suárez O. (2018) Assessment of Multivariate Neural Time Series by Phase Synchrony Clustering in a Time-Frequency-Topography Representation. Computational Intelligence and Neuroscience, 2018. 10.1155/2018/2406909 ↗
  • Piña-Ramírez O., Valdés-Cristerna R., Medina-Bañuelos V., Yáñez-Suárez O. (2018) P300-based brain-computer interfaces [capítulo de libro]. En: Smart Wheelchairs and Brain-Computer Interfaces, Academic Press. 10.1016/B978-0-12-812892-3.00007-8 ↗
  • Bojorges-Valdez E.R., Yáñez-Suárez O. (2018) Association between EEG Spectral Power Dynamics and Event-Related Potential Amplitude on a P300 Speller. Biomedical Physics & Engineering Express, 4: 025028. 10.1088/2057-1976/aaa15e ↗
  • Alvarado-González M., Aguilar W., Garduño E., Velarde C., Bribiesca E., Medina-Bañuelos V. (2018) Mirror Symmetry Detection in Curves Represented by Means of the Slope Chain Code. Pattern Recognition, 87. 10.1016/j.patcog.2018.10.002 ↗
  • Cabrera-Mendoza B. et al., Medina-Bañuelos V. (2018) Neuroanatomical features and its usefulness in classification of patients with PANDAS. CNS Spectrums, 24: 1-11. 10.1017/S1092852918001268 ↗
  • Perez-Gonzalez J.L., Arámbula-Cosío F., Guzmán M., Camargo L., Gutierrez B., Mateus D., Navab N., Medina-Bañuelos V. (2018) Spatial Compounding of 3-D Fetal Brain Ultrasound Using Probabilistic Maps. Ultrasound in Medicine and Biology, 44(1): 278-291. 10.1016/j.ultrasmedbio.2017.09.001 ↗
  • Colin-Garnica D., Perez-Gonzalez J.L., Prieto-Rodriguez S., Camargo-Marin L., Guzman-Huerta M., Valdes-Cristerna R., Medina-Banuelos V. (2018) Fully Automatic Segmentation and Measurement of the Fetal Femur. SPIE Medical Information Processing and Analysis, vol. 10975. 10.1117/12.2511534 ↗
  • Medina-Banuelos V., Orozco-Flores M., Perez-Gonzalez J., Torres F., Camargo-Marin L., Prieto-Rodriguez S., Guzman-Huerta M., Garcia-Segundo C. (2018) Characterization of Uterine-Cervix Phantoms' Elasticity Using Texture Features from US Images. SPIE Medical Information Processing and Analysis, 2018. 10.1117/12.2506696 ↗
  • Pérez-González J.L. (2018) Composición Espacial de Volúmenes Cerebrales Fetales de Ultrasonido usando Mapas Probabilísticos [Tesis Doctorado]. Doctorado en Ingeniería Biomédica, UAM-Iztapalapa.
  • Santos-Díaz A., Valdés-Cristerna R., Vallejo E., Hernández S., Jiménez-Ángeles L. (2017) Automated Classification of Severity in Cardiac Dyssynchrony Merging Clinical Data and Mechanical Descriptors. Computational and Mathematical Methods in Medicine, 2017. 10.1155/2017/3087407 ↗
  • Brust-Carmona H., Sánchez-Quezada A., Flores-Ávalos B., Alducín-Castillo J., Yáñez-Suárez O. (2017) Narrowband EEG Descriptive Parameters during Visual Habituation and Visual-Motor Association in Young Adults. Journal of Neuroscience Science Research, 2(2).
  • Brust-Carmona H., Martínez-Serrato Y., Sánchez-Quezada A., Flores-Ávalos B., Alducín-Castillo J., Yáñez-Suárez O. (2017) Electroencephalographic Indicators in Default Mode, Habituation, and Visual-Motor Association in Female College Students. Revista de Investigación Clínica, 69(5): 274-285. 10.24875/RIC.17002309 ↗
  • Bojorges-Valdez E.R., Jiménez-Alanís J.R., Medina-Bañuelos V., Piña-Ramírez O., Valdés-Cristerna R., Yáñez-Suárez O. (2017) Acercando la Ingeniería Biomédica a las Neurociencias: Desarrollo de Interfaces Cerebro-Computadora en el LINI. Contactos, 105: 5-14.
  • Bracamontes-Pina M.G., Bojorges-Valdez E., Camargo-Marin L., Guzman-Huerta M., Sanchez-Rivera M., Medina-Banuelos V. (2017) Fetal Biometric Measurements During the First Trimester of Pregnancy. SPIE Medical Information Processing and Analysis, vol. 10160. 10.1117/12.2256899 ↗
  • Perez-Gonzalez J.L., Arambula-Cosio F., Guzman M., Camargo L., Gutierrez B., Mateus D., Navab N., Medina-Banuelos V. (2017) Ultrasound Fetal Brain Registration Using Weighted Coherent Point Drift. SPIE Medical Information Processing and Analysis, vol. 10160. 10.1117/12.2255776 ↗
  • Velasquez G., Arambula-Cosio F., Medina V., Escalante B., Camargo L., Guzman M. (2017) Segmentation of the Nuchal Fold in Fetal Ultrasound Images. SPIE Medical Information Processing and Analysis, vol. 10160. 10.1117/12.2256920 ↗
  • Alvarado-González M., Garduño E., Bribiesca E., Yáñez-Suárez O., Medina-Bañuelos V. (2016) P300 Detection Based on EEG Shape Features. Computational and Mathematical Methods in Medicine, 2016. 10.1155/2016/2029791 ↗
  • Alducín-Castillo J., Yáñez-Suárez O., Brust-Carmona H. (2016) Análisis electroencefalográfico de la conectividad funcional en habituación por teoría de gráficas. Revista Mexicana de Ingeniería Biomédica, 37(3): 181-200. 10.17488/RMIB.37.3.3 ↗
  • Brust-Carmona H., Galicia-Alvarado M., Alfaro-Belmont J., Sánchez-Quezada A., Cantillo-Negrete J., Yáñez-Suárez O. (2016) Evolución de la potencia absoluta, relativa e índices de ritmos EEG en estudiantes de primaria, licenciatura y maestría. Salud Mental, 39(1): 25-35. 10.17711/SM.0185-3325.2015.065 ↗
  • Galicia-Alvarado M., Flores-Ávalos B., Sánchez-Quezada A., Yáñez-Suárez O., Brust-Carmona H. (2016) Correlación del funcionamiento ejecutivo y la potencia absoluta del EEG en niños. Salud Mental, 39(5): 267-274.
  • Durán-Ravell J.J. (2016) Desarrollo Centrado en Arquitectura de un Sistema de Reconstrucción 3D para Visualización Conjunta de IRM e IRMf [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Bojorges-Valdez E., Echeverría J.C., Yáñez-Suárez O. (2015) Evaluation of the Continuous Detection of Mental Calculation Episodes as a BCI Control Input. Computers in Biology and Medicine, 64: 155-162. 10.1016/j.compbiomed.2015.06.019 ↗
  • Perez-Gonzalez J.L., Arambula-Cosio F., Medina-Banuelos V. (2015) Spatial Composition of US Images Using Probabilistic Weighted Means. SPIE Medical Information Processing and Analysis, vol. 9681. 10.1117/12.2207958 ↗
  • Pérez-González J.L., Yáñez-Suárez O., Bribiesca E., Arámbula-Cosío F., Jiménez-Alaniz J.R., Medina-Bañuelos V. (2014) Description and Classification of Normal and Pathological Aging Processes Based on Brain MRI Morphology Measures. Journal of Medical Imaging, 1(3): 034002. 10.1117/1.JMI.1.3.034002 ↗
  • Perez-Gonzalez J.L., Bello-Munoz J., Porras M.C., Arambula-Cosio F., Medina-Banuelos V. (2014) Automatic Fetal Head Measurements from Ultrasound Images Using Optimal Ellipse Detection and Texture Maps. IFMBE Proceedings, vol. 49. 10.1007/978-3-319-13117-7_85 ↗
  • Perez-Gonzalez J.L., Yanez-Suarez O., Medina-Banuelos V. (2014) Classification of Normal and Pathological Aging Processes Based on Brain MRI Morphology Measures. SPIE Medical Imaging 2014: Image Processing, vol. 9034. 10.1117/12.2042959 ↗
  • Lindig-León C., Yáñez-Suárez O. (2013) Optimized Detection of the Infrequent Response in P300-Based Brain-Computer Interface. Revista Mexicana de Ingeniería Biomédica, 34(1): 53-69.
  • Jiménez-Ángeles L., Valdés-Cristerna R., Vallejo E., Bialostozky D., Medina-Bañuelos V. (2013) Normality Index of Ventricular Contraction Based on a Statistical Model from FADS. Computational and Mathematical Methods in Medicine, 2013. 10.1155/2013/617604 ↗
  • Brust-Carmona H., Valadez G., Flores-Ávalos B., Martínez J.A., Sánchez A., Rodríguez M.A., Yáñez-Suárez O. (2013) Potencia absoluta de oscilaciones corticales y su distribución topográfica en adultos jóvenes en vigilia inactiva y atención inespecífica. Revista de Investigación Clínica, 65(1): 52-64.
  • Gutierrez-Becker B., Arámbula-Cosío F., Huerta M., Benavides-Serralde J., Camargo-Marín L., Medina-Bañuelos V. (2013) Automatic segmentation of the fetal cerebellum on ultrasound volumes using a 3D statistical shape model. Medical & Biological Engineering & Computing, 51. 10.1007/s11517-013-1082-1 ↗
  • Moreno A., Valdes R., Jimenez L., Vallejo E., Hernandez S., Soto G. (2013) Infective Endocarditis Detection Through SPECT/CT Images Digital Processing. SPIE Medical Imaging 2014: CAD, vol. 9035. 10.1117/12.2043765 ↗
  • Pérez-González J.L. (2013) Comparación Morfológica de Estructuras Cerebrales en el Envejecimiento Normal y Patológico [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Brust-Carmona H., Valadez G., Galicia M., Flores-Ávalos B., Sánchez A., Espinosa R., Yáñez-Suárez O. (2012) Desincronización/sincronización de ritmos EEG laterales en la habituación a la fotoestimulación en adultos. Revista de Investigación Clínica, 65(5): 508-520.
  • López-Palafox G.D. (2012) Ancho de Banda Variable para Datos Multivariados [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Hevia-Montiel N., Jiménez-Alanís J.R., Medina-Bañuelos V., Yáñez-Suárez O. et al. (2011) Segmentación adaptativa de lesiones isquémicas cerebrales a partir de imágenes de difusión de resonancia magnética. Neuropsicología, Neuropsiquiatría y Neurociencias, 8(2): 73-89.
  • Santos-Díaz A., Valdés-Cristerna R., Jiménez-Ángeles L. (2011) Evaluación de la severidad en la asincronía de contracción cardiaca mediante análisis de imágenes de medicina nuclear. Memorias SOMIMAe 2011.
  • Rojas-Ordus D., Jiménez-Ángeles L., Hernández-Sandoval S., Valdés-Cristerna R. (2010) Factor analysis of ventricular contraction using SPECT-ERNA images. Proceedings EMBC 2010, IEEE, pp. 5732-5735. 10.1109/IEMBS.2010.5627864 ↗
  • Hernández-Díaz O. (2010) Modelado y Corrección de Inhomogeneidades de Campo en IRM [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Rodríguez-Arellano J.F. (2010) Manipulación de Imágenes Médicas sobre Campos Finitos [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Ruiz-de-Jesús O. (2010) Modelo de Simulación para la Evaluación de Técnicas de Análisis de Imágenes de Ventriculografía Radioisotópica [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Jiménez-Ángeles L., Valdés-Cristerna R., Vallejo E., Bialostozky D., Medina-Bañuelos V. (2009) Factorial phase analysis of ventricular contraction using equilibrium radionuclide angiography images. Biomedical Signal Processing and Control, 4: 149-161. 10.1016/j.bspc.2008.11.004 ↗
  • Brust-Carmona H., Ramírez-Aboytes F., Sánchez A., Martínez J., Rodríguez M.A., Flores-Ávalos B., Yáñez-Suárez O. (2009) Cambios del EEG por habituación y condicionamiento en niños de tres a 15 años en el Instituto Nacional de Rehabilitación. Salud Mental, 32: 459-467.
  • Gentiletti G., Gebhart J.G., Acevedo R.C., Yáñez-Suárez O., Medina-Bañuelos V. (2009) Command of a Simulated Wheelchair on a Virtual Environment Using a Brain-Computer Interface. IRBM – Ingénierie et Recherche Biomédicale, 30: 218-225. 10.1016/j.irbm.2009.10.006 ↗
  • Uldag K., Evans A., Della-Maggiore V., Kochen S., Amaro E., Medina-Bañuelos V., Valdes-Sosa P. (2009) Latin American Brain Mapping Network (LABMAN). NeuroImage, 47: 312-313. 10.1016/j.neuroimage.2009.03.030 ↗
  • Jiménez-Ángeles L. (2009) Análisis Cuantitativo de la Sincronía de Contracción Cardiaca con Imágenes de Ventriculografía Radioisotópica en Equilibrio [Tesis Doctorado]. Doctorado en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Pohl-Alfaro M.A. (2008) Cirugía Asistida por Computadora: Fusión de Información Anatómica y Funcional [Tesis Doctorado]. Doctorado en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Hevia-Montiel N., Jimenez-Alaniz J.R., Medina-Banuelos V., Yanez-Suarez O., Rosso C., Samson Y., Baillet S. (2007) Robust Nonparametric Segmentation of Infarct Lesion from Diffusion-Weighted MR Images. Proceedings EMBC 2007, pp. 2102-2105. 10.1109/IEMBS.2007.4352736 ↗
  • Vázquez-Álvarez R.R. (2007) Áreas Anatómicas Cerebrales Activadas en Respuesta a Estímulos con Contenido Moral [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Vides-Cañas S.E. (2007) Plugin para OsiriX: Segmentación por Corrimiento de Media, Ponderado con Mapas de Confianza [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Cincotti F., Bianchi L., Birch G., Guger C., Mellinger J., Scherer R., Yáñez-Suárez O., Schalk G. (2006) BCI Meeting 2005 – Workshop on Technology: Hardware and Software. IEEE Trans. Neural Systems and Rehabilitation Engineering, 14(2): 128-131. 10.1109/TNSRE.2006.875548 ↗
  • Jiménez-Alanís J.R., Medina-Bañuelos V., Yáñez-Suárez O. (2006) Data-Driven Brain MRI Segmentation Supported on Edge Confidence and a Priori Tissue Information. IEEE Transactions on Medical Imaging, 25(1): 74-83. 10.1109/TMI.2005.860999 ↗
  • Félix-González N., Valdés-Cristerna R. (2006) 3D Echocardiographic Segmentation Using the Mean-Shift Algorithm and an Active Surface Model. Proceedings SPIE, 6144. 10.1117/12.653244 ↗
  • Jimenez-Alaniz J.R., Pohl M., Medina-Banuelos V., Yanez-Suarez O. (2006) Segmenting Brain MRI Using Adaptive Mean Shift. Proceedings EMBC 2006, pp. 3114-3117. 10.1109/IEMBS.2006.260480 ↗
  • Jimenez-Angeles L., Medina V., Valdes R., Vallejo E. (2006) Analysis of Ventricular Contraction by Factorial Phase Imaging with Equilibrium Radionuclide Angiography. Proceedings EMBC 2006, pp. 1081-1084. 10.1109/IEMBS.2006.4397593 ↗
  • Ruiz-de-Jesus O., Yanez-Suarez O., Jimenez-Angeles L., Vallejo-Venegas E. (2006) Software Phantom for the Synthesis of Equilibrium Radionuclide Ventriculography Images. Proceedings EMBC 2006, pp. 1085-1088. 10.1109/IEMBS.2006.260276 ↗
  • Yanez-Suarez O., Lerallut J.F. (2006) Fast Edge-Preserving Filtering for 3D+t Echocardiographic Volume Rendering. Proceedings EMBC 2006, pp. 1065-1068. 10.1109/IEMBS.2006.260687 ↗
  • Jiménez-Alaniz J.R. (2006) Segmentación no Paramétrica de Imágenes Cerebrales de Resonancia Magnética [Tesis Doctorado]. Doctorado en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Félix-González N. (2006) Segmentación Ecocardiográfica 3D utilizando el Algoritmo de Corrimiento de Media y un Modelo de Superficie Activa [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Carrasco-Sosa S., Gaitán-González M.J., González-Camarena R., Yáñez-Suárez O. (2005) Baroreflex Sensitivity Assessment and Heart Rate Variability: Relation to Maneuver and Technique. European Journal of Applied Physiology, 95(4): 265-275. 10.1007/s00421-005-0001-z ↗
  • Valdés-Cristerna R., Yáñez-Suárez O., Medina-Bañuelos V. (2005) Techniques for Tracheal Segmentation in Medical Images [capítulo de libro]. In: Medical Imaging Systems Technology, World Scientific, pp. 79-105. 10.1142/9789812701060_0003 ↗
  • Valdés-Cristerna R., Medina-Bañuelos V., Yáñez-Suárez O. (2004) Coupling of Radial Basis Network and Active Contour Model for Multispectral Brain MRI Segmentation. IEEE Transactions on Biomedical Engineering, 51(3): 459-470. 10.1109/TBME.2003.820377 ↗
  • Castellanos-Abrego N.P., Del Angel P.L., Medina-Bañuelos V. (2004) Nonrigid Medical Image Registration Technique as a Composition of Local Warpings. Pattern Recognition, 37: 2141-2154. 10.1016/j.patcog.2003.09.019 ↗
  • Valdes-Cristerna R., Jimenez-Alaniz J.R., Yanez-Suarez O., Lerallut J.F., Medina-Banuelos V. (2004) Texture-Based Echocardiographic Segmentation Using a Non-Parametric Estimator and an Active Contour Model. Proceedings EMBC 2004, Vol.1, pp. 1806-1809. 10.1109/IEMBS.2004.1403539 ↗
  • Castellanos-Abrego N.P. (2004) Método Robusto para la Alineación no Rígida de Imágenes Médicas [Tesis Doctorado]. Doctorado en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Valdés-Cristerna R., Yáñez-Suárez O. (2003) Active Contours and Surfaces with Cubic Splines for Semiautomatic Tracheal Segmentation. Journal of Electronic Imaging, 12(1): 81-96. 10.1117/1.1526847 ↗
  • Bribiesca E., Jimenez-Alaniz J.R., Medina-Banuelos V., Valdes-Cristerna R., Yanez-Suarez O. (2003) A Voxel-Based Measure of Discrete Compactness for Brain Imaging. Proceedings EMBC 2003, Vol.1, pp. 910-913. 10.1109/IEMBS.2003.1279913 ↗
  • Castellanos-Abrego N.P., Del Angel P.L., Medina-Banuelos V. (2003) A Hierarchical Nonrigid Image Registration Technique Based on Local Deformations. Proceedings EMBC 2003, Vol.1, pp. 595-598. 10.1109/IEMBS.2003.1279816 ↗
  • Jimenez-Alaniz J.R., Medina-Banuelos V., Yanez-Suarez O. (2003) Nonparametric MRI Segmentation Using Mean Shift and Edge Confidence Maps. SPIE Medical Imaging 2003, vol. 5032, pp. 1433-1441. 10.1117/12.480121 ↗
  • Medina V., Garza M., Lerallut J.F., Meer P., Yanez-Suarez O., Valdes R. (2003) Robust Segmentation of the Left Ventricle from MRI. Proceedings EMBC 2003, Vol.1, pp. 611-613. 10.1109/IEMBS.2003.1279824 ↗
  • Valdes-Cristerna R., Medina-Banuelos V., Yanez-Suarez O. (2003) Eigenspace Normalization of Multi-Spectral Magnetic Resonance Images. Proceedings EMBC 2003, Vol.1, pp. 660-662. 10.1109/IEMBS.2003.1279847 ↗
  • Castañeda M., Ostrosky F., Reyna J.C., Marín J.A., Gutiérrez-Robledo L., Medina-Banuelos V., Martín G.H. (2003) Mild Cognitive Impairment: A Neuropsychological and Brain Activation Characterization. Salud Mental, 26: 30-39.
  • Castañeda M., Marín J., Reyna J., Gutiérrez-Robledo L., Heinze G., Medina-Banuelos V., Ostrosky F. (2003) Deterioro cognoscitivo incipiente: un estudio con SPECT de activación y neuropsicología. Salud Mental, 2003.
  • Valdés-Cristerna R. (2003) Modelo Híbrido para la Segmentación de Imágenes Cerebrales Multiespectrales de Resonancia Magnética [Tesis Doctorado]. Doctorado en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Jimenez-Alaniz J.R., Medina-Banuelos V., Yanez-Suarez O. (2002) Nonparametric Density Gradient Estimation for Segmentation of Cerebral MRI. Proceedings EMBS/BMES 2002, Vol.2, pp. 1076-1077. 10.1109/IEMBS.2002.1106285 ↗
  • Valdes-Cristerna R., Medina-Banuelos V., Yanez-Suarez O. (2002) Adaptive RBF Network with Active Contour Coupling for Multispectral MRI Segmentation. SPIE Medical Imaging 2002, vol. 4684, pp. 1610-1621. 10.1117/12.467130 ↗
  • Castellanos-Abrego N.P., Del Angel P.L., Medina-Banuelos V. (2001) Deformation of MR Images Using a Local Linear Transformation. SPIE Medical Imaging 2001, vol. 4322, pp. 909-916. 10.1117/12.430963 ↗
  • Medina V.B., Valdes R.C., Yanez-Suarez O., Garza-Jinich M., Lerallut J.-F. (2000) Automatic Initialization for a Snakes-Based Cardiac Contour Extraction. Proceedings EMBC 2000, Vol.3, pp. 1625-1628. 10.1109/IEMBS.2000.900386 ↗
  • Valdes-Cristerna R., Yanez-Suarez O., Medina-Banuelos V. (2000) Trachea Segmentation in CT Images Using Active Contours. Proceedings EMBC 2000, Vol.4, pp. 3184-3187. 10.1109/IEMBS.2000.901568 ↗
  • Valdés-Cristerna R. (2000) Contornos y Superficies Activas con Splines Cúbicos para Segmentación Semi-Automática de Tráquea [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Garza-Jinich M., Meer P., Medina-Bañuelos V. (1999) Robust Retrieval of Three-Dimensional Structures from Image Stacks. Medical Image Analysis, 3(1): 21-35. 10.1016/S1361-8415(99)80014-0 ↗
  • Yáñez-Suárez O., Azimi-Sadjadi M.R. (1999) Identification and Measurement of Fibers in Scanning Electron Microscopy Images Using a High-Order Correlation Process. IEEE Transactions on Instrumentation and Measurement, 48(1): 55-61. 10.1109/19.755066 ↗
  • Yáñez-Suárez O., Azimi-Sadjadi M.R. (1999) Unsupervised Clustering in Hough Space for Identification of Partially Occluded Objects. IEEE Transactions on Pattern Analysis and Machine Intelligence, 21(9): 946-950. 10.1109/34.790432 ↗
  • Garza-Jinich M., Yanez-Suarez O., Medina-Banuelos V., Meer P. (1999) Automatic Correction of Bias Field in Magnetic Resonance Images. Proceedings ICIAP 1999, pp. 752-756. 10.1109/ICIAP.1999.797685 ↗
  • Castellanos-Abrego N.P., Del Angel P.L., Medina-Banuelos V., Charleston-Villalobos S., Ondarza R. (1998) Brain Structures Deformation to Obtain Anatomical Averages. Proceedings EMBC 1998, Vol.2, pp. 675-678. 10.1109/IEMBS.1998.745508 ↗
  • Garza-Jinich M., Meer P., Medina-Banuelos V. (1998) Computer Analysis of Magnetic Resonance Images. AIP Conference Proceedings, 440(1): 62-78. 10.1063/1.56387 ↗
  • Garza-Vigil M. (1998) Delineación Robusta de Estructuras Tridimensionales en Imágenes de Resonancia Magnética [Tesis Doctorado]. Doctorado en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • López-Illescas D.U. (1998) Reconstrucción Tridimensional del Atlas Estereotáxico de Talairach [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗
  • Garza-Jinich M., Meer P., Medina-Banuelos V. (1996) Robust Retrieval of 3D Structures from Magnetic Resonance Images. Proceedings ICPR 1996, Vol.3, pp. 391-395. 10.1109/ICPR.1996.546976 ↗
  • Azimi-Sadjadi M.R., Yanez-Suarez O., Newman F., Zeligman B. (1995) Detection of Clusters of Microcalcifications Using Neural Network-Based Schemes. Proceedings EMBC 1995, Vol.1, pp. 533-534. 10.1109/IEMBS.1995.575236 ↗
  • Gutierrez J., Igartua L.M., Medina-Banuelos V., Valdes-Cristerna R. (1995) Advantages of 3D over 2D Brain Mapping in the Detection of Central Nervous System Tumors. Proceedings EMBC 1995, Vol.1, pp. 447-448. 10.1109/IEMBS.1995.575193 ↗
  • Castellanos-Abrego N.P. (1995) Reconstrucción y sombreado de superficies tridimensionales anatómicas a partir de cortes tomográficos [Tesis Maestría]. Maestría en Ingeniería Biomédica, UAM-Iztapalapa. Repositorio UAM ↗

Official channel · LINI UAM-I

Lab videos

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Video 1 – LINI UAM-IWatch on YouTube ↗
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Video 2 – LINI UAM-IWatch on YouTube ↗
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Video 3 – LINI UAM-IWatch on YouTube ↗
View all videos on YouTube ↗

Lab tools and resources

Projects and online resources

Resources developed by LINI and the División de Ciencias Básicas e Ingeniería at UAM-I, openly available for students and the wider community.

📱
App · Augmented Reality

CBI Degree Programs in Augmented Reality

Augmented Reality mobile app to showcase undergraduate programs of the División de Ciencias Básicas e Ingeniería. Supported by the PPADI 2024 call, DCBI.

Download the APK directly or the PDF cube to use with the app.

Download App (APK) ↓ Cube PDF ↓
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Workshop · 2 hours

Intro to ESP32 with MicroPython

Support material for a two-hour workshop on programming the ESP32 microcontroller with MicroPython. Covers setup, GPIO control, button reading and the HC-SR04 ultrasonic sensor.

Developed by Oscar Yáñez Suárez, LINI.

View workshop material ↗
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Database · BCI

Akimpech · P300 EEG Database

Open-access EEG database from the P300 Speller paradigm, generated at LINI. Includes recordings from 30 healthy subjects (4 sessions each) in MATLAB format, with support functions for classifier design.

Available to the scientific community. For enquiries write to [email protected].

View database ↗
🧠
Python Application

Logic Design Tool

Tool for combinational and sequential logic modeling, with automatic VHDL generation and automata simulation. Freely available.

Developed by Oscar Yáñez Suárez, Erik René Bojorges Valdez and Omar Piña Ramírez, LINI.

Go to GitHub repository ↗
⚡
Notebook · Google Colab

PySpice on Google Colab

Interactive notebook for setting up a PySpice circuit simulation environment in Google Colab.

Developed by Nikol Orlando Castellanos Díaz and Oscar Yáñez Suárez.

Open in Colab ↗

Interested in the Biomedical Engineering graduate program?

UAM Iztapalapa offers Master's and PhD programs in areas closely related to our research.

Visit UAM-I ↗

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Contact

Send us a message

📌 You can also write directly to the emails listed on the right.

Contact information

📍
AddressBuilding T-227, San Rafael Atlixco #186,
Col. Vicentina, Iztapalapa,
Mexico City, C.P. 09340
📞
Phone(55) 5804-4600, ext. 1227
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HoursMonday to Friday, 10:00 AM – 6:00 PM
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Email addresses [email protected]
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[email protected]