Personal profile
Research interests
My research interests involve: medical image processing, machine learning, and deep learning. I mainly do research in topics related to those areas and their interaction with health sciences. For example: Alzheimer's disease, Parkinson's disease, breast cancer, and heart rate variability.
Education/Academic qualification
Information and Communicactions Technologies, PhD, Instituto Tecnológico y de Estudios Superiores de Monterrey
Award Date: 30 May 2015
Electronic Engineering, MSc, Instituto Tecnológico y de Estudios Superiores de Monterrey
Award Date: 15 Dec 2010
Biomedical Engineering, BEng, Instituto Tecnológico y de Estudios Superiores de Monterrey
Award Date: 19 Dec 2008
Nivel SNI
- SNI 1
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Collaborations and top research areas from the last five years
Projects
- 2 Finished
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Predicción de Deserción y sus Factores de Riesgo en el Instituto Nuevo Amanecer
Martínez Torteya, A. (PI), Servín Daniel, B. (Student), Lozano Castillo, F. A. (Student) & Candelaria Rodríguez, J. Á. (Student)
4/8/25 → 6/12/25
Project: Co-curricular Research Project
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Programa de Proyectos de Investigación en Inteligencia Artificial
Martínez Torteya, A. (PI), Garza Santos, N. (Student), Servín Daniel, B. (Student) & Ortiz Robles, C. (Student)
7/1/25 → 30/5/25
Project: Co-curricular Research Project
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A Vision-Based Approach for the Automated Evaluation of the MoCA Clock-Drawing Test Using a YOLO Neural Network
Sánchez-Pérez, J. C., Mussi-Villareal, M., Solís-García, V., León, U., Mir, P., Martín-Rodríguez, J. F. & Martínez Torteya, A., Dec 2024.Research output: Contribution to conference › Article › peer-review
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Child face detection on front passenger seat through deep learning
Hernández-Aguilar, C., Aguilar-Saguilan, J. A., Trejo-Castro, A. I., Celaya-Padilla, J. M. & Martinez-Torteya, A., 2024, In: Traffic Injury Prevention. 25, 6, p. 842-851 10 p.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Citations (Scopus) -
Ultrasound Bone Surface Segmentation for Hip Joint Arthroscopy: Evaluating a Local Phase-Based and a Rigid Object Filtering in a Simulated Environment
de Avila-Armenta, E., Celaya-Padilla, J. M., Adamson, R. B. A., Moreno-Chavez, G., Martinez-Torteya, A., Soto-Murillo, M. A., Jácome-Cadena, D. L., Galván-Tejada, J. I., Guerrero-Flores, M. H. & Cid-Baez, M. A., 2024, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Mezura-Montes, E., Acosta-Mesa, H. G., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 264-273 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14755 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Chapter
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A Bibliometric Review on Candida auris of the First Fifteen Years of Research (2009-2023)
Villanueva-Lozano, H., Trejo-Castro, A. I., Carrion-Alvarez, D., Lozano-Díaz, S. T. & Martinez-Torteya, A., 12 Oct 2023, In: BioMed Research International. 2023, p. 2385018 2385018.Research output: Contribution to journal › Review article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Análisis de Datos COVID-19 Utilizando Algoritmos de Inteligencia Artificial
Martinez-Escobar, A. E. Y., Celaya-Padilla, B. J. M., Martinez-Torteya, A., Sustaita-Torres, C. I. A., Murillo-Soto, M. A. & Galvan-Tejada, J. I., 2023, 2023 IEEE EMBS R9 Conference, EMBS R9 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE EMBS R9 Conference, EMBS R9 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Prizes
Activities
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CONAHCYT (External organisation)
Martínez Torteya, A. (Chair)
1 Jan 2025 → 31 Dec 2029Activity: Membership types › Membership of council
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Medición de variabilidad de ritmo cardiaco a través de video
Martínez Torteya, A. (Ponente)
22 Nov 2024Activity: Transferencia de Conocimiento › Difusión, foro de pares académicos
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ChatGpt - Inteligencia artificial como herramienta de apoyo a la docencia
Martínez Torteya, A. (Ponente)
2024Activity: Transferencia de Conocimiento › Divulgación a público en general
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Inteligencia Artificial SAMSUNG - Innovation Campus -2024
Martínez Torteya, A. (Ponente)
2024Activity: Transferencia de Conocimiento › Divulgación a público en general
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Detección no invasiva de niveles de glucosa usando un oxímetro comercial e inteligencia artificial
Martínez Torteya, A. (Ponente)
2022Activity: Transferencia de Conocimiento › Difusión, foro de pares académicos