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Perfil en el portal institucional

Cabrera Umpierrez, Maria Fernanda mf.cabrera@upm.es

TECNOLOGÍA FOTÓNICA Y BIOINGENIERÍA / Universidad Politécnica de Madrid

Actividades

The Use of Machine Learning and Explainable Artificial Intelligence in Gut Microbiome Research: A Scoping Review

  • Tourab, Hania
  • Lopez-Perez, Laura
  • Arroyo-Gallego, Pena
  • Georga, Eleni
  • Rujas, Miguel
  • Ponziani, Francesca Romana
  • Torrego-Ellacuria, Macarena
  • Merino-Barbancho, Beatriz
  • Dei, Neri Niccolo
  • Ciuti, Gastone
  • Fotiadis, Dimitrios
  • Antonio, Gasbarrini
  • Cabrera, Maria Fernanda
  • Arredondo, Maria Teresa
  • Fico, Giuseppe
... Ver más Contraer

Ieee Journal Of Biomedical And Health Informatics (p. 717-731) - 1/1/2026

10.1109/jbhi.2025.3593198 Ver en origen

  • ISSN 21682208

Heritage Value and Short-Term Rentals: Spatial Dynamics of Airbnb Prices in Rome

  • MR Guarini
  • A Segura-de-la-Cal
  • F Sica
  • Y Núñez-Guerrero

Land - 1/1/2026

10.3390/land15010077 Ver en origen

  • ISSN 2073445X

Federated Learning in Biomedical and Health Informatics: A Systematic Review and Future Directions

  • A Hornback
  • A Ceschini
  • K Kim
  • H Sathu
  • Y Wang
  • E Gaeta
  • AV Varea
... Ver más Contraer

Authorea Preprints - 1/1/2026

  • iMarina

Practical deployment and validation of an IoT based semantic interoperability approach for industrial interoperability in smart manufacturing

  • Abril-Jimenez, Patricia
  • Carvajal-Flores, Diego
  • Bastida, Leire
  • Moya, Ana
  • Cabrera-Umpierrez, Maria Fernanda

Results In Engineering - 1/9/2025

10.1016/j.rineng.2025.106603 Ver en origen

  • ISSN 25901230

A Bayesian network approach for understanding causal dependencies in chronic patients' medication non-adherence

  • del Moral Herranz, Rodrigo Martin Gomez
  • Rujas, Miguel
  • Merino-Barbancho, Beatriz
  • Barrio Cortes, Jaime
  • Benito Sanchez, Beatriz
  • Isabel Villimar-Rodriguez, Ana
  • Castillo-Sanz, Andres
  • Ingebretsen Carlson, Jim
  • Lupianez-Villanueva, Francisco
  • Fernando Cabrera-Umpierrez, Maria
  • Teresa Arredondo, Maria
  • Fico, Giuseppe
... Ver más Contraer

Annual International Conference Of The Ieee Engineering In Medicine And Biology Society. Ieee Engineering In Medicine And Biology Society. Annual International Conference (p. 1-7) - 1/7/2025

10.1109/embc58623.2025.11253270 Ver en origen

  • ISSN 26940604

Impact of Dimensionality on Medication Adherence Prediction: Assessing Accuracy and Computational Efficiency

  • Gomez del Moral Herranz, Rodrigo Martin
  • Rujas, Miguel
  • Merino-Barbancho, Beatriz
  • Arroyo-Gallego, Pena
  • Barrio Cortes, Jaime
  • Benito Sanchez, Beatriz
  • Isabel Villimar-Rodriguez, Ana
  • Castillo-Sanz, Andres
  • Ingebretsen Carlson, Jim
  • Lupianez-Villanueva, Francisco
  • Fernando Cabrera-Umpierrez, Maria
  • Teresa Arredondo, Maria
  • Fico, Giuseppe
... Ver más Contraer

Annual International Conference Of The Ieee Engineering In Medicine And Biology Society. Ieee Engineering In Medicine And Biology Society. Annual International Conference (p. 1-7) - 1/7/2025

10.1109/embc58623.2025.11254150 Ver en origen

  • ISSN 26940604

Structure function in photoplethysmographic signal dynamics for physiological assessment

  • de Pedro-Carracedo, J
  • Fuentes-Jimenez, D
  • Cabrera-Umpiérrez, MF
  • González-Marcos, AP

Scientific Reports - 26/4/2025

Editor: Nature Research

10.1038/s41598-025-97573-4 Ver en origen

  • ISSN 20452322
  • ISSN/ISBN 2045-2322

Guest Editorial: Deep Medicine and AI for Health

  • Fernanda Cabrera, Maria
  • Obafemi-Ajayi, Tayo
  • Metwally, Ahmed
  • Mortazavi, Bobak

Ieee Journal Of Biomedical And Health Informatics (p. 737-740) - 1/2/2025

10.1109/jbhi.2024.3523751 Ver en origen

  • ISSN 21682208

Guest Editorial: Precision Health: AI Tailored to Individuals

  • Sazonov, Edward
  • Mortazavi, Bobak J
  • Obafemi-Ajayi, Tayo
  • Ghasemzadeh, Hassan
  • Cabrera, Maria Fernanda
  • Wang, May Dongmei

Ieee Journal Of Biomedical And Health Informatics (p. 8588-8590) - 1/12/2025

10.1109/jbhi.2025.3633984 Ver en origen

  • ISSN 21682208

The BRAINTEASER Datasets: Clinical, Wearable and Environmental Data for ALS & MS Progression Modeling

  • Faggioli, Guglielmo
  • Menotti, Laura
  • Marchesin, Stefano
  • Trescato, Isotta
  • Ahmad, Lara
  • Aidos, Helena
  • Alungulese, Anca Loredana
  • Bellazzi, Riccardo
  • Bergamaschi, Roberto
  • Birolo, Giovanni
  • Bosoni, Pietro
  • Cabrera-Umpierrez, Maria Fernanda
  • Cavalla, Paola
  • Chio, Adriano
  • Dagliati, Arianna
  • De Carvalho, Mamede
  • Fariselli, Piero
  • Garcia Dominguez, Jose Manuel
  • Gonzalez Martinez, Sergio
  • Gromicho, Marta
  • Guazzo, Alessandro
  • Jovanovic, Aleksandar
  • Kostic, Borko
  • Longato, Enrico
  • Madeira, Sara C
  • Manera, Umberto
  • Munoz Blanco, Jose Luis
  • Tavazzi, Eleonora
  • Tavazzi, Erica
  • Trasobares Iglesias, Elena
  • Urosevic, Vladimir
  • Vettoretti, Martina
  • Di Nunzio, Giorgio Maria
  • Silvello, Gianmaria
  • Di Camillo, Barbara
  • Ferro, Nicola
... Ver más Contraer

Scientific Data - 21/11/2025

10.1038/s41597-025-06095-1 Ver en origen

  • ISSN 20524463

Boosting the digitalization of social and care services: A methodological approach for the evaluation and uptake of Open Service Platforms in the Active and Healthy Ageing (AHA …

  • P Abril-Jiménez
  • D Carvajal-Flores
  • MF Cabrera-Umpierrez

1/1/2023

  • iMarina

Smart Assisted Living: Toward An Open Smart-Home Infrastructure

  • Feng Chen, Rebeca I. García-Betances, Liming Chen
  • María Fernanda Cabrera-Umpiérrez
  • Chris Nugent

Springer Nature - 1/1/2020

10.1007/978-3-030-25590-9 Ver en origen

Other Dementias

  • Rebeca I García-Betances
  • Viveca Jiménez-Mixco
  • María T Arredondo
  • María F Cabrera-Umpiérrez

1/1/2014

  • iMarina

User-Centered Design in Defining and Developing Health and Well-Being ICT Solutions

  • Nikolaos Liappas
  • José G Teriús-Padrón
  • Rebeca I García-Betances
  • María Fernanda Cabrera-Umpiérrez
  • María Teresa Arredondo

Smart Assisted Living (p. 191-208) - 1/1/2020

  • iMarina

Technologies lead to adaptability and lifelong engagement with culture throughout the cloud

  • de los Rios Perez S
  • Cabrera-Umpierrez M
  • Arredondo M
  • Jiang S
  • Floch J
  • Beltran M

Cultural Heritage In A Changing World (p. 163-179) - 1/1/2016

10.1007/978-3-319-29544-2_10 Ver en origen

New Challenges for Telemedicine in the Emergency Medical Services

  • Fernanda Cabrera, Maria
  • Teresa Arredondo, Maria

Innovation And The Knowledge Economy: Issues, Applications, Case Studies, Pts 1 & 2 (p. 1415-1419) - 1/1/2005

  • ISSN 15741230
  • iMarina

A Comparative Analysis of Message-Level and User-Level Natural Language Processing Approaches for Early Depression Detection on Social Media

  • Rodríguez Jiménez C
  • Rujas M
  • Merino-Barbancho B
  • Arredondo MT
  • Cabrera-Umpierrez MF
  • Khalaf K
  • Fico G
... Ver más Contraer

Syntactic Asp Forgetting With Forks (p. 241-252) - 1/1/2026

10.1007/978-3-032-10661-2_19 Ver en origen

  • ISSN 03029743

A digital twin prototype of the 2021 La Palma eruption based on data-driven modeling of magma chamber pressure evolution

  • MB de Pablo
  • MC Romero
  • PJ González
  • JLG Pallero

Cosmológica (p. 239-240) - 17/11/2025

  • iMarina

Synthetic Data Generation for Physical Activity in Wearable Devices: A Multivariate Time Series Approach

  • del Moral Herranz, Rodrigo Martin Gomez
  • Barba Beltran, Adrian
  • Rujas, Miguel
  • Merino-Barbancho, Beatriz
  • Teresa Arredondo, Maria
  • Cabrera-Umpierrez, Maria Fernanda
  • Fico, Giuseppe
... Ver más Contraer

Proc Ieee Int Symp Comput Based Med Syst (p. 9-14) - 1/1/2025

10.1109/cbms65348.2025.00012 Ver en origen

  • ISSN 23729198

Clinical Natural Language Processing and Health Interoperability to Support Knowledge Management and Governance in Rare Cancers

  • Lopez-Perez, Laura
  • Gaeta, Eugenio
  • Alonso, Itziar
  • Esteban, Alejo
  • Gerardo Dominguez, Victor
  • Mercalli, Franco
  • Martinelli, Elena
  • Trama, Annalisa
  • Fernanda Cabrera, Maria
  • Teresa Arredondo, Maria
  • Fico, Giuseppe
... Ver más Contraer

World Congress On Medical Physics And Biomedical Engineering: Radiation Oncology (p. 546-552) - 1/1/2024

10.1007/978-3-031-49062-0_58 Ver en origen

  • ISSN 16800737

A Data-Driven Methodology and Workflow Process Leveraging Research Electronic Data Capture (REDCap) to Coordinate and Accelerate the Implementation of Personalized Microbiome-Based Nutrition Approaches in Clinical Research

  • Tourab, H
  • Ellacuría, MT
  • Sanz, LL
  • Anchuelo, AC
  • Gómez-Garre, D
  • González, SS
  • Méndez, ML
  • Merino-Barbancho, B
  • Mayol, J
  • Cabrera, MF
  • Arredondo, MT
  • Fico, G
... Ver más Contraer

Lecture Notes Of The Institute For Computer Sciences, Social-Informatics And Telecommunications Engineering (p. 137-147) - 1/1/2024

10.1007/978-3-031-59717-6_10 Ver en origen

  • ISSN 18678211

Building Bridges: Strategies for Achieving Gender Inclusivity in Science, Technology, and Innovation

  • Lopez Nebreda C
  • Cabrera-Umpierrez MF
  • Martinez P
  • Ursa Y

Conference Proceedings : ... Annual International Conference Of The Ieee Engineering In Medicine And Biology Society. Ieee Engineering In Medicine And Biology Society. Conference (p. 1-4) - 1/1/2024

10.1109/embc53108.2024.10782567 Ver en origen

  • ISSN 1557170X

Regulatory Frameworks and Validation Strategies for Advancing Artificial Intelligence in Healthcare

  • Lopez-Perez, L
  • Merino, B
  • Rujas, M
  • Maccaro, A
  • Guillén, S
  • Pecchia, L
  • Cabrera, MF
  • Arredondo, MT
  • Fico, G
... Ver más Contraer

Comparative Study Of Machine Learning Methods For The Early Prediction Of Adherence To Medication (p. 260-265) - 1/1/2024

10.1007/978-3-031-61628-0_28 Ver en origen

  • ISSN 16800737

Comparative Study of Machine Learning Methods for the Early Prediction of Adherence to Medication

  • Rujas, M
  • Merino-Barbancho, B
  • Arroyo, P
  • Carlson, JI
  • Cortes, JB
  • Rodríguez, AIV
  • Castillo, A
  • Roca-Umbert, A
  • Lupiañez, F
  • Cabrera, MF
  • Arredondo, MT
  • Fico, G
... Ver más Contraer

Comparative Study Of Machine Learning Methods For The Early Prediction Of Adherence To Medication (p. 197-206) - 1/1/2024

10.1007/978-3-031-61625-9_22 Ver en origen

  • ISSN 16800737

Measuring the Uptaking of Digital Health Platforms on AAL/AHA Domain

  • Juiz, Carlos
  • Bermejo, Belen
  • Nikolov, Alexander
  • Rus, Silvia
  • Carboni, Andrea
  • Russo, Dario
  • Moroni, Davide
  • Karanastasis, Efstathios
  • Andronikou, Vassiliki
  • Samuelsson, Christina
  • Lievens, Frederic
  • van Berlo, Ad
  • van Staalduinen, Willeke
  • Cabrera-Umpierrez, Maria Fernanda
... Ver más Contraer

Lecture Notes In Networks And Systems (p. 523-531) - 1/1/2023

10.1007/978-981-19-1610-6_45 Ver en origen

  • ISSN 23673370

A Self-quantified Based Dashboard for Supporting Aged-Workforce in Industry 4.0

  • Abril-Jimenez P
  • Gonzalez-Martinez S
  • Cabrera-Umpierrez MF

Lecture Notes In Computer Science (p. 175-183) - 1/1/2023

10.1007/978-3-031-43950-6_15 Ver en origen

  • ISSN 03029743

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

Understanding and addressing LATE-effects of treatment of AYA cancer survivors with AI-based digital phenotyping and non-invasive holistic approach

  • , (Participante)
  • CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))

Ejecución: 01-06-2025 - 31-05-2030

Tipo: Internacional

Importe financiado: 746250,00 Euros.

  • iMarina

Innovation, Growth, and Networking, Igniting Technology and Economy for Less Developed Regions

  • , (Participante)
  • CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))

Ejecución: 01-12-2025 - 30-11-2028

Tipo: Internacional

Importe financiado: 18911201,00 Euros.

  • iMarina

Propelling the shift toward the future of circular, safe and sustainable packaging and single use device ecoDesigned solutions through healthcare environments

  • CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))

Ejecución: 01-01-2025 - 31-12-2028

Tipo: Internacional

Importe financiado: 578125,00 Euros.

  • iMarina

A PRivacy-prOTecting Environment for Child Transplants health-related and genomic data integration in the European Reference Network.

  • CABRERA UMPIERREZ, MARIA FERNANDA (Participante)

Ejecución: 01-07-2024 - 31-12-2028

Tipo: Internacional

Importe financiado: 897500,00 Euros.

  • iMarina

EU-LAC Strategic Partnership for the Implementation of Digital Dialogues in R&I Cooperation

  • CABRERA UMPIERREZ, MARIA FERNANDA (Participante)

Ejecución: 01-11-2023 - 30-04-2026

Tipo: Internacional

Importe financiado: 317350,00 Euros.

  • iMarina

Combining Artificial Intelligence and smart sensing TOward better management and improved quality of LIFE in chronic obstructive pulmonary disease

  • VEGA ESPINOSA, ESTEBAN NICOLAS (Participante)
  • ABRIL JIMENEZ, PATRICIA (Participante)
  • DOMINGUEZ, VICTOR GERARDO (Participante)
  • BUHID, EDUARDO (Participante)
  • RIQUELME OROZCO, MARIA (Participante)
  • CARVAJAL FLORES, DIEGO FRANCISCO (Participante)
  • LOPEZ NEBREDA, CRISTINA (Participante)
  • GALLEGO MONTEJO, ALBA MARIA (Participante)
  • Cea Sánchez, Gloria (Investigador principal (IP))
  • GAETA, EUGENIO (Participante)
  • OTTAVIANO, MANUEL (Participante)
  • CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))
  • Arredondo Waldmeyer, Maria Teresa (Investigador principal (IP))
... Ver más Contraer

Ejecución: 01-09-2022 - 28-02-2027

  • iMarina

Intelligent Ecosystem to improve the governance, the sharing and the re-use of health Data for Rare Cancers

  • ESTEBAN DEL OLMO, ALEJO (Participante)
  • LÓPEZ PÉREZ, LAURA (Participante)
  • ALONSO LOPEZ, ALEJANDRO (Participante)
  • GAETA, EUGENIO (Participante)
  • FICO, GIUSEPPE (Investigador principal (IP))
  • CABRERA UMPIERREZ, MARIA FERNANDA (Participante)

Ejecución: 01-09-2022 - 31-08-2026

Tipo: Internacional

Importe financiado: 502837,50 Euros.

  • iMarina

SUPERTREAT: SUPPORTING PERSONALIZED TREATMENT DECISIONS IN HEAD AND NECK CANCER THROUGH BIG DATA

  • CABRERA UMPIERREZ, MARIA FERNANDA (Colaborador/a)
  • LÓPEZ PÉREZ, LAURA (Colaborador/a)
  • FICO, GIUSEPPE (Colaborador/a)
  • Arredondo Waldmeyer, Maria Teresa (Investigador principal (IP))

Ejecución: 01-02-2022 - 31-01-2023

  • iMarina

BEhavioral and Adherence Model for improving quality, health outcomes and cost-Effectiveness of healthcaRe

  • RUJAS ATAHONERO, MIGUEL (Participante)
  • VERA MUÑOZ, CECILIA (Participante)
  • FICO, GIUSEPPE (Investigador principal (IP))
  • CARVAJAL FLORES, DIEGO FRANCISCO (Participante)
  • ARROYO GALLEGO, MARIA DE LA PEÑA (Participante)
  • OTTAVIANO, MANUEL (Participante)
  • Muriel Fernández, Miguel Ángel (Participante)
  • ABRIL JIMENEZ, PATRICIA (Participante)
  • MERINO BARBANCHO, BEATRIZ (Participante)
  • CABRERA UMPIERREZ, MARIA FERNANDA (Participante)
  • Arredondo Waldmeyer, Maria Teresa (Participante)
... Ver más Contraer

Ejecución: 01-09-2021 - 31-08-2026

Tipo: Internacional

Importe financiado: 386875,00 Euros.

  • iMarina

Artificial Intelligence based Virtual Control Room for the Arctic (AI-ARC)

  • Serrano Olmedo, José Javier (Participante)
  • PEREZ MARTINEZ, JORGE EMILIANO (Participante)
  • ESTEVEZ PRIEGO, ESTEFANIA (Participante)
  • GAETA, EUGENIO (Participante)
  • DOMINGUEZ, VICTOR GERARDO (Participante)
  • HERNÁNDEZ GONZÁLEZ, LISS (Participante)
  • TERIUS PADRON, JOSE GABRIEL (Participante)
  • BELTRAN JAUNSARAS, MARIA EUGENIA (Participante)
  • CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))
  • Arredondo Waldmeyer, Maria Teresa (Participante)
... Ver más Contraer

Ejecución: 01-09-2021 - 29-02-2024

Tipo: Internacional

Importe financiado: 249500,00 Euros.

  • iMarina

Propuesta de marco tecnológico para la autogestión de enfermedades crónicas afectadas por la exposición a factores de calidad del aire usando el paradigma de Internet de las Cosas

  • CABRERA UMPIERREZ, MARIA FERNANDA (Director) Doctorando: Teriús Padrón, José Gabriel

24/3/2022

  • iMarina

A conceptual parametric cognitive framework for advancing Smart Homes' interaction paradigms for people with dementia and Alzheimer's Disease

  • CABRERA UMPIERREZ, MARIA FERNANDA (Director) Doctorando: Liappas, Nikolaos

24/11/2022

  • iMarina

An ICT-based closed-loop model to improve care for heart failure patients

  • Arredondo Waldmeyer, Maria Teresa (Director)
  • CABRERA UMPIERREZ, MARIA FERNANDA (Director) Doctorando: VERA MUÑOZ, CECILIA

14/12/2015

Defensa realizada en: Universidad Politécnica de Madrid

Validación de un Marco Abierto Accesible de tercera generación para la integración nativa de productos de apoyo en Tecnologías de la Información y la Comunicación.

  • CABRERA UMPIERREZ, MARIA FERNANDA (Director) Doctorando: Montalvá Colomer, Juan Bautista

1/1/2015

Defensa realizada en: Universidad Politécnica de Madrid

Reference conceptual framework for personalised integrated infomobility services.

  • CABRERA UMPIERREZ, MARIA FERNANDA (Director)
  • Arredondo Waldmeyer, Maria Teresa (Director) Doctorando: PASTOR SANZ, Laura

1/1/2011

Defensa realizada en: Universidad Politécnica de Madrid

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 15/04/26 11:19