Doctorate in Information and Communication Technologies Comunicaciones
Tecnológico de Monterrey
2011-2015
Master’s Degree in Science with a specialty in Electronic Engineering
Tecnológico de Monterrey
2009-2010
Bachelor of Biomedical Engineering
Tecnológico de Monterrey
2004-2008
Universidad de Monterrey
Professor and Researcher
2015 to date
QMetrics Technology
Research Assistant
2015
Robert F. Wagner Student Paper Award, 1st Place
SPIE Medical Imaging
2014
Best Thesis – Health Sciences
Tecnológico de Monterrey
2013
Martínez, A. (2018) Identification and Temporal Characterization of Features Associated with the Conversion from Mild Cognitive Impairment to Alzheimer’s Disease. Current Alzheimer Research
Martínez, A. (2018) Speed Bump Detection Using Accelerometric Features: A Genetic Algorithm Approach. Sensors.
Martínez, A. (2018) Contralateral Asymmetry for Breast Cancer Detection: A CADx Approach. Biocybernetics and Biomedical Engineering.
Martínez, A. (2016) Scan-Rescan Precision of Subchondral Bone Curvature Maps from Routine 3D DESS Water Excitation Sequences: Data from the Osteoarthritis Initiative. Computers in Biology and Medicine.
Martínez, A. (2015) Integration and Comparison of Different Genomic Data for Outcome Prediction in Cancer. BioData Mining.
Martínez, A. (2015) Bilateral Image Subtraction and Multivariate Models for the Automated Triaging of Screening Mammograms. BioMed Research International.
Martínez, A. (2015) Improved Diagnostic Multimodal Biomarkers for Alzheimer’s Disease and Mild Cognitive Impairment. BioMed Research International.
Martínez, A. (2014) Magnetization-Prepared Rapid Acquisition with Gradient Echo Magnetic Resonance Imaging Signal and Texture Features for the Prediction of Mild Cognitive Impairment to Alzheimer’s Disease Progression. Journal of Medical Imaging.
Martínez, A. (2013) SurvExpress: An Online Biomarker Validation Tool and Database for Cancer Gene Expression Data Using Survival Analysis. PloS one.
Martínez, A. (2012) Modeling and Simulation of a CMOS-MEMS Infrared Thermpoile for Biomedical Applications. Revista Mexicana de Ingeniería Biomédica.
Martínez, A. (2018) Longitudinal Gender-Specific Differences in the Conversion from Mild Cognitive Impairment to Alzheimer’s Disease. IEEE EMBS International Conference on Biomedical & Health Informatics.
Martínez, A. (2017) Longitudinal Differences in the Progression from MCI to AD Between Hispanic and Non-Hispanic Subjects. Alzheimer’s Association International Conference.
Martínez, A. (2015) A Time Series Analysis of ADNI Data Reveals Novel Alzheimer’s-Dementia-Associated Factors. Alzheimer’s Association International Conference.
Martínez, A. (2014) Bilateral Image Subtraction Features for Multivariate Automated Classification of Breast Cancer Risk. SPIE Medical Imaging.
Martínez, A. (2014) MRI Signal and Texture Features for the Prediction of MCI to Alzheimer’s Disease Progression. SPIE Medical Imaging.
Martínez, A. (2014) Wide Association Study of Radiological Features that Predict Future Knee OA Pain: Data from the OAI. SPIE Medical Imaging.
Martínez, A. (2014) T2 and Proton Density Signal- and Texture-Related Features for the PRediction of MCI to Alzheimer’s Disease Progression. Alzheimer’s Association International Conference.
Martínez, A. (2013) Improved Multimodal Biomarkers for Alzheimer’s Disease and Mild Cognitive Impairment Diagnosis: Data from ADNI. SPIE Medical Imaging.
Martínez, A. (2012) Multivariate Predictors of Clinically Relevant Cognitive Decay: A Wide Association Study Using Available Data from ADNI. Alzheimer’s Association International Conference.
Martínez, A. (2012) Can T2 Relaxation Be Used to Predict KOOS Other Symptoms? – Data from the Osteoarthritis Initiative. World Congress on Osteoarthritis.
Martínez, A. (2012) A Wide Association Study of Predictors of Future Knee Pain: Data from the Osteoarthritis Initiative. World Congress on Osteoarthritis.
Martínez, A. (2010) Modeling and Simulation of Infrared Sensors Using Cantilever and Bridge Structures. Electronics, Robotics and Automotive Mechanics Conference.
Level I
Line of research: image processing and data analysis