SCHOOL OF SYSTEMS AND COMPUTER ENGINEERING
Fabio
MARTÍNEZ CARRILLO
![Fabio Martínez Carrillo, Professor of the School of Systems Engineering and Computer Science, UIS Professor Fabio Martínez Carrillo of the School of Systems Engineering and Computer Science, UIS, is presented to the general public and the educational community. The photo was taken in close-up, with a white background, and the professor is positioned in the center.](https://profesores.uis.edu.co/wp-content/uploads/elementor/thumbs/05-Fabio-Martinez-1-q9vcf3flryyo3mxfeuwicb3yw0mwsf25vq8ou1aawo.png)
Director BIVL2ab
Director of GED
Research Group
CONTACT
Information
famarcar@uis.edu.co
+57 (607) 634 4000
Extension: 2110
GENERAL
Biography
Fabio Martínez Carrillo is a full-time professor at the Universidad Industrial de Santander and the director of the research group BIVL2ab – Biomedical Imaging, Vision and Learning Laboratory. In the past, he conducted a postdoctoral research project in collaboration with U2IS (ENSTA-ParisTech) – LIMSI-CNRS (Université Paris-Sud) at Université de Paris-Saclay. He earned his Ph.D. in computer science from UNAL, where he worked with the CIM@LAB – Laboratory and BioIngenium Research Group. Additionally, he has collaborated with the Laboratoire du Traitement du Signal et de l’Image, Université de Rennes 1 in Rennes, France, and the Laboratoire d’Electronique et Informatique, ENSTA-ParisTech in Paris, France.
His current primary interests are in machine learning, deep representations, artificial intelligence, medical image analysis, computer vision, and motion models for action recognition.
EDUCATION AND
Qualifications
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Ph.D. in Systems and Computer Engineering
Universidad Nacional de Colombia, 2015
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M.Sc. in Biomedical Engineering
Universidad Nacional de Colombia, 2009
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B.Sc. in Mechatronic Engineering
Universidad de Pamplona, 2006
Director BIVL2ab
Director of
GED Research Group
CONTACT
Information
famarcar@uis.edu.co
+57 (607) 634 4000
Extension: 2110
AREAS OF
Expertise
OFFICE
Hours
![](https://uis.edu.co/wp-content/uploads/2020/10/c3-1.png)
![](https://uis.edu.co/wp-content/uploads/2021/03/c1-1.png)
Monday to Friday
7:00 a.m. – 12:00 m.
2:00 p.m. – 5:00 p.m.
UIS Campus Central, Laboratorios Pesados, Escuela de Ingeniería de Sistemas e Informática, oficina 339
![Photo taken in the facilities where the laboratories of the UIS School of Physical and Mechanical Engineering located in a general plan.](https://profesores.uis.edu.co/wp-content/uploads/elementor/thumbs/3-finales-01-1-q9d6c4hvoibwcqaoe09iycdxwkrggmtrexy38jupt8.png)
![Photo taken at the Faculty of Physical and Mechanical Engineering UIS, in a plan where the faculty building can be seen from the right side.](https://profesores.uis.edu.co/wp-content/uploads/elementor/thumbs/3-finales-02-1-q9d6c898fuh1n657s1w18bfsa48xbf8orgk15np54c.png)
![Photo taken at the Faculty of Physicomechanical Engineering UIS where you can see a wall built in the Structures Laboratory of the faculty.](https://profesores.uis.edu.co/wp-content/uploads/elementor/thumbs/3-finales-03-1-q9d6cb2r0ckwm014bl3wxsq629v0yijvruihlhkylo.png)
Outstanding
Works
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A deep supervised cross-attention strategy for ischemic stroke segmentation in MRI studies
Article, Biomedical Physics & Engineering Express, 2023
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Exploiting multi-head attention maps into a deep Riemannian representation to quantify pulmonary nodules
Article, Institute of Electrical and Electronics Engineers (IEEE), 2023
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A multimodal geometric deep representation to support bi-parametric prostate cancer lesion classification
Article, Institute of Electrical and Electronics Engineers (IEEE), 2023
AWARDS AND
Recognitions
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Scholarship for excellence in the doctoral program
Universidad Nacional de Colombia, Colombia, 2010
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Scholarship Rennes Metropole
Université de Renne, France, 2012
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Scholarship for Excellence in the Master’s Program
Universidad Nacional de Colombia, Colombia, 2007