Big Data & Bioengineering

Gómez Fernández

Marisol
Theoretical and applied machine learning: explainability, probabilistic ML, multimodal learning
Marisol Gómez Fernández

Marisol Gómez holds a Bachelor's degree in Mathematics (U. Salamanca) and a Ph.D. in Mathematics (Public University of Navarra, UPNA). She also completed a University Specialization Program in Machine Learning at UPNA. She is currently a Full Professor in the research field of Algebra.

Marisol Gómez is the PI of the Algebra and Applications Group at Navarrabiomed.

From January 2018 to June 2024, she was the PI and coordinator of the Bioengineering and Health Biotechnologies Area at the Navarra Health Research Institute (IdISNA).

Her current research lines focus on the development of machine learning methods for multimodal information extraction and optimization techniques for processing biosignals.

She is the co-author of more than 90 publications, and has participated in 20 publicly funded research projects. She has co-supervised 8 PhD theses (5 completed, 3 ongoing). She regularly serves as a reviewer for JCR-indexed journals. Her citation metrics are: h-index: 18 (WoS), 20 (Scopus), 22 (Google Scholar).

She is also affiliated with the Institute for Advanced Materials and Mathematics of UPNA, a multidisciplinary research institute bringing together scientists in Mathematics, Physics, Chemistry, and Materials Science.

From August 22, 2019, to June 30, 2024, she held the position of Deputy Director of Strategic Planning and Quality at the Higher Technical School of Industrial, Computer, and Telecommunication Engineering (ETSIIIT) of UPNA. She is also co-leader of Work.

Package 41 ("Interterritorial Innovation Interfaces") in the UNITA European University alliance.

She is co-founder of two UPNA spin-off companies: Movalsys S.L., focused on multimodal analysis of human movement for health and sports applications and Tairel Data S.L., which offers AI-based personalized solutions and advanced data processing services.

She actively participates in science outreach activities, especially through the Women in Science and Technology Chair at UPNA, supported by the Government of Navarra.
 

Área de investigación
Unidad o grupo de investigación
Tipo de investigador
Navarrabiomed
Tipo de investigación
Unidad de investigación

Multispectral biosensing

Multispectral biosensing

The Unit is mainly dedicated to the research of sensing platforms and high-sensitivity techniques for the characterization of thin-film and biological substances using concepts of metamaterials, metasurfaces, and plasmonic structures. The research has a multispectral approach, covering the entire extended infrared spectrum from the terahertz band (also called far-infrared) to visible, including mid-infrared and
near-infrared.

Investigador principal
Área de investigación
Big Data & Bioengineering
Thin-film and biological substance characterisation
Vídeo
Beruete Díaz (179)
La invisibilidad a la vista. El investigador de Navarrabiomed y Universidad Pública de Navarra Miguel Beruete explica en 'Teknopolis'(EITB) cómo convertir un objeto en invisible.
Miguel
Beruete Díaz
Head of the Unit
Colaboradores/as
Ederra Urzainqui, Iñigo
Navarrabiomed-Universidad Pública de Navarra
Liberal Olleta, Iñigo
Navarrabiomed-Universidad Pública de Navarra
Unidad de investigación / Grupo Vinculado
Contacto
Multispectral biosensing

Navarrabiomed - Centro de investigación biomédica
Complejo Hospitalario de Navarra, edificio de investigación.
Calle Irunlarrea, 3. 31008 Pamplona, Navarra, España. 

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Artificial Intelligence and Probabilistic Reasoning

Artificial Intelligence and Probabilistic Reasoning


The Group for Artificial Intelligence and Approximate Reasoning (GIARA) was founded in 2002 by Humberto Bustince, Chair Professor at the Public University of Navarre. GIARA is a multidisciplinary team (physicists, mathematicians, computer engineers and industrial engineers) that has a strong track record and a career with notable national and international impact. Its work focuses on the theoretical study of information fusion, the handling of uncertainty and fuzzy sets and their extensions, as well as on the development of models and applications in the fields of Data Mining, Big Data and Image Processing Deep Learning and Computational Neuroscience, among others.

Research lines:

  • Theory: information fusion, fuzzy sets and their extensions
  • Decision Making: multi-criteria, consensus, preference relations, recommendation systems
  • Computer Vision: image processing, magnification/reduction, edge detection, stereo vision
  • Machine learning: machine learning, classification, models based on fuzzy rules, models based on ensembles, Deep Learning, Big Data
     
Investigador principal
Área de investigación
Big Data & Bioengineering
Colaboradores/as
Antunes Dos Santos, Felipe
Navarrabiomed - Universidad Pública de Navarrra
Barrenechea Tartas, Edurne
Navarrabiomed - Universidad Pública de Navarrra
Burusco Juandeaburre, Ana Jesús
Navarrabiomed - Universidad Pública de Navarrra
De Miguel Turullols, Laura
Navarrabiomed - Universidad Pública de Navarrra
Dendarieta Sarries, Xabier
Navarrabiomed
Elkano Ilintxeta, Mikel
Navarrabiomed - Universidad Pública de Navarrra
Fernández Fernández, Francisco Javier
Navarrabiomed - Universidad Pública de Navarrra
Galar Idoate, Mikel
Navarrabiomed - Universidad Pública de Navarrra
Guerra Errea, Carlos
Navarrabiomed - Universidad Pública de Navarrra
Hernández Jaso, Ignacio
Navarrabiomed - Universidad Pública de Navarra
Iglesias Rey, Sara
Navarrabiomed - Universidad Pública de Navarrra
Jurío Munarriz, María Aránzazu
Navarrabiomed - Universidad Pública de Navarrra
López Molina, Carlos
Navarrabiomed - Universidad Pública de Navarrra
Lucca, Giancarlo
Navarrabiomed - Universidad Pública de Navarrra
Marco Detchart, Cedric
Navarrabiomed - Universidad Pública de Navarrra
Orduna Urrutia, Raúl
Navarrabiomed - Universidad Pública de Navarrra
Pagola Barrio, Miguel
Navarrabiomed - Universidad Pública de Navarrra
Paternain Dallo, Daniel
Navarrabiomed - Universidad Pública de Navarrra
Sanz Delgado, José Antonio
Navarrabiomed - Universidad Pública de Navarrra
Sesma Sara, Mikel
Navarrabiomed - Universidad Pública de Navarrra
Uriz Martín, Mikel Xabier
Navarrabiomed - Universidad Pública de Navarrra
Unidad de investigación / Grupo Vinculado
Contacto
Artificial Intelligence and Probabilistic Reasoning

Navarrabiomed - Centro de investigación biomédica
Complejo Hospitalario de Navarra, edificio de investigación.
Calle Irunlarrea, 3. 31008 Pamplona, Navarra, España. 

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Algebra and Applications

Algebra and Applications

The Algebra and Applications Research Unit is a multidisciplinary group formed by mathematicians and engineers. Currently, its research lines focus on developing theoretical methods for extracting information from data coming from different sources. The techniques and algorithms that are developed are applied in fields such as biomedical data classification, medical decision-making.

Research lines:
•    Development of machine learning methods for multimodal information extraction.
•    Multimodal analysis of human movement. Applications for improving functional capacity and rehabilitation outcomes.
•    Optimization techniques for extracting information from biological signals obtained with non-invasive techniques.
•    Aggregation and implication functions: Applications in data classification problems and decision making under uncertainty
 

Investigador principal
Área de investigación
Big Data & Bioengineering
Algebra and Applications
Colaboraciones Logotipos
Vídeo
Visor 360º
Colaboradores/as
Lecumberri Villamediana, Pablo
Universidad Pública de Navarra
Martínez Ramírez, Alicia
Universidad Pública de Navarra
Millor Muruzabal, Nora
Universidad Pública de Navarra
Uzqueda Esteban, Itziar
Universidad Pública de Navarra
Vidaurre Arbizu, Carmen
Universidad Pública de Navarra
Unidad de investigación / Grupo Vinculado
Contacto
Algebra and Applications

Navarrabiomed - Centro de investigación biomédica
Complejo Hospitalario de Navarra, edificio de investigación.
Calle Irunlarrea, 3. 31008 Pamplona, Navarra, España. 

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