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Author profile at the institutional portal

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

TECNOLOGÍA FOTÓNICA Y BIOINGENIERÍA / Universidad Politécnica de Madrid

Publications

Statistical and machine learning methods for cancer research and clinical practice: A systematic review

  • Lopez-Perez, L
  • Georga, E
  • Conti, C
  • Vicente, V
  • García, R
  • Pecchia, L
  • Fotiadis, D
  • Licitra, L
  • Cabrera, MF
  • Arredondo, MT
  • Fico, G
... View more Collapse

Biomedical Signal Processing And Control - 1/6/2024

10.1016/j.bspc.2024.106067 View at source

  • ISSN 17468094

Enhancing Industrial Digitalisation through an Adaptable Component for Bridging Semantic Interoperability Gaps

  • Carvajal-Flores, DF
  • Abril-Jiménez, P
  • Buhid, E
  • Fico, G
  • Umpiérrez, MFC

Applied Sciences-Basel - 1/3/2024

10.3390/app14062309 View at source

  • ISSN 20763417

Enhancing worker-centred digitalisation in industrial environments: A KPI evaluation methodology

  • Abril-Jimenez, Patricia
  • Carvajal-Flores, Diego
  • Buhid, Eduardo
  • Cabrera-Umpierrez, Maria Fernanda

Heliyon - 23/2/2024

10.1016/j.heliyon.2024.e26638 View at source

  • ISSN 24058440

HeNeCOn: An ontology for integrative research in Head and Neck cancer

  • Hernández, L
  • Estévez-Priego, E
  • López-Pérez, L
  • Cabrera-Umpiérrez, MF
  • Arredondo, MT
  • Fico, G

International Journal Of Medical Informatics - 1/1/2024

10.1016/j.ijmedinf.2023.105284 View at source

  • ISSN 13865056

Innovation through the Quintuple Helix in living labs: lessons learned for a transformation from lab to ecosystem

  • B Merino-Barbancho
  • P Abril Jiménez
  • I Mallo
  • I Lombroni
  • G Cea

Frontiers In Public Health - 2/8/2023

10.3389/fpubh.2023.1176598 View at source

  • ISSN 22962565

Photoplethysmographic Signal-Diffusive Dynamics as a Mental-Stress Physiological Indicator Using Convolutional Neural Networks

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

Applied Sciences (Switzerland) - 1/8/2023

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/app13158902 View at source

  • ISSN 20763417
  • ISSN/ISBN 2076-3417

GATEKEEPER's Strategy for the Multinational Large-Scale Piloting of an eHealth Platform: Tutorial on How to Identify Relevant Settings and Use Cases

  • de Batlle, J
  • Benítez, ID
  • Moncusí-Moix, A
  • Androutsos, O
  • Barbastro, RA
  • Antonini, A
  • Arana, E
  • Cabrera-Umpierrez, MF
  • Cea, G
  • Dafoulas, GE
  • Folkvord, F
  • Fullaondo, A
  • Giuliani, F
  • Huang, HL
  • Innominato, PF
  • Kardas, P
  • Lou, VWQ
  • Manios, Y
  • Matsangidou, M
  • Mercalli, F
  • Mokhtari, M
  • Pagliara, S
  • Schellong, J
  • Stieler, L
  • Votis, K
  • Currás, P
  • Arredondo, MT
  • Posada, J
  • Guillen, S
  • Pecchia, L
  • Barbé, F
  • Torres, G
  • Fico, G
... View more Collapse

Journal Of Medical Internet Research - 28/6/2023

10.2196/42187 View at source

  • ISSN 14388871

Evaluating IoT-Based Services to Support Patient Empowerment in Digital Home Hospitalization Services

  • P Abril-Jiménez
  • B Merino-Barbancho
  • G Fico
  • JC Martín Guirado

Sensors - 3/2/2023

10.3390/s23031744 View at source

  • ISSN 14248220

Editorial: Digital health and real-world evidence in onco-hematological patients

  • C Vener
  • L Lopez-Perez
  • MF Cabrera-Umpiérrez
  • G Fico

Frontiers In Oncology - 1/1/2023

10.3389/fonc.2023.1330407 View at source

  • ISSN 2234943X

Perspectivas de los trtabajadores de mediana edad de las canteras sobre el envejecimiento satisfactorio en el trabajo. Un estudio cualitativo

  • Patricia Abril Jiménez
  • Maria Fernanda Cabrera Umpiérrez
  • Juan Bautista Montalvá Colomer
  • María Teresa Arredondo Waldmeyer

Dyna (p. 239-243) - 1/1/2022

  • ISSN 00127361
  • iMarina

Smart Assisted Living: Toward An Open Smart-Home Infrastructure

  • F Chen
  • RI García-Betances
  • L Chen
  • MF Cabrera-Umpiérrez
  • C Nugent

Springer Nature - 1/1/2020

10.1007/978-3-030-25590-9 View at source

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 View at source

New Challenges for Telemedicine in the Emergency Medical Services

  • Cabrera, MF
  • Arredondo, MT

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

  • ISSN 15741230
  • iMarina

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

  • Lopez-Perez L
  • Gaeta E
  • Alonso I
  • Esteban A
  • Dominguez VG
  • Mercalli F
  • Martinelli E
  • Trama A
  • Cabrera MF
  • Arredondo MT
  • Fico G
... View more Collapse

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

10.1007/978-3-031-49062-0_58 View at source

  • 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
... View more Collapse

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 View at source

  • ISSN 18678211

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

  • Juiz C
  • Bermejo B
  • Nikolov A
  • Rus S
  • Carboni A
  • Russo D
  • Moroni D
  • Karanastasis E
  • Andronikou V
  • Samuelsson C
  • Lievens F
  • van Berlo A
  • van Staalduinen W
  • Cabrera-Umpierrez MF
... View more Collapse

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

10.1007/978-981-19-1610-6_45 View at source

  • 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 View at source

  • ISSN 03029743

BRAINTEASER Architecture for Integration of AI Models and Interactive Tools for Amyotrophic Lateral Sclerosis (ALS) and Multiple Sclerosis (MS) Progression Prediction and Management

  • Urošević V
  • Vojičić N
  • Jovanović A
  • Kostić B
  • Gonzalez-Martinez S
  • Cabrera-Umpiérrez MF
  • Ottaviano M
  • Cossu L
  • Facchinetti A
  • Cappon G
... View more Collapse

Lecture Notes In Computer Science (p. 16-25) - 1/1/2023

10.1007/978-3-031-43950-6_2 View at source

  • ISSN 03029743

Multi-stakeholder Approach for Designing an AI Model to Predict Treatment Adherence

  • Merino-Barbancho B
  • Arroyo P
  • Rujas M
  • Cipric A
  • Ciccone N
  • Lupiáñez-Villanueva F
  • Roca-Umbert Würth A
  • Folkvord F
  • Cabrera MF
  • Arredondo MT
  • Fico G
... View more Collapse

Lecture Notes In Computer Science (p. 260-271) - 1/1/2023

10.1007/978-3-031-35748-0_19 View at source

  • ISSN 03029743

Smartphone-Based Strategy for Quality-of-Life Monitoring in Head and Neck Cancer Survivors

  • Lopez-Perez L
  • Alonso I
  • Filippodou E
  • Mercalli F
  • Cavalieri S
  • Martinelli E
  • Licitra L
  • Manos A
  • Cabrera-Umpierrez MF
  • Fico G
... View more Collapse

Lecture Notes Of The Institute For Computer Sciences, Social-Informatics And Telecommunications Engineering (p. 149-158) - 1/1/2023

10.1007/978-3-031-34586-9_12 View at source

  • ISSN 18678211

Design of Human-Centered Adaptive Support Tools to Improve Workability in Older Workers. A Field of Research of Human-Centered AI

  • Abril-Jimenez, P
  • Cabrera-Umpierrez, MF
  • Gonzalez, S
  • Carreton, R
  • Claassen, G
  • Waldmeyer, MT

Lecture Notes In Computer Science (p. 177-187) - 1/1/2022

10.1007/978-3-031-05028-2_11 View at source

  • ISSN 03029743

Novel Interactive BRAINTEASER Tools for Amyotrophic Lateral Sclerosis (ALS) and Multiple Sclerosis (MS) Management

  • Gonzalez-Martinez S
  • Cabrera-Umpiérrez MF
  • Ottaviano M
  • Urošević V
  • Vojičić N
  • Spasojević S
  • Milićević O
... View more Collapse

Lecture Notes In Computer Science (p. 302-310) - 1/1/2022

10.1007/978-3-031-09593-1_26 View at source

  • ISSN 03029743

A Virtual Coach and a Worker Dashboard to Promote Well-Being and Workability: An Acceptance Study

  • Lithoxoidou EE
  • Mastoras RE
  • Papaprodromou A
  • Georgiadis C
  • Jimenez PA
  • Gonzalez S
  • Cabrera-Umpierrez MF
  • Loeck M
  • Carreton R
  • Segkouli S
  • Triantafyllidis A
  • Giakoumis D
  • Votis K
  • Tzovaras D
... View more Collapse

Lecture Notes In Computer Science (p. 281-295) - 1/1/2022

10.1007/978-3-031-05028-2_19 View at source

  • ISSN 03029743

This researcher has no working papers.

This researcher has no technical reports.

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

  • CABRERA UMPIERREZ, MARIA FERNANDA (Participante)

Period: 01-11-2023 - 30-04-2026

Type of funding: International

Amount of funding: 317350,00 Euros.

  • iMarina

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

  • 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))
  • 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)
... View more Collapse

Period: 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)

Period: 01-09-2022 - 31-08-2026

Type of funding: International

Amount of funding: 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))

Period: 01-02-2022 - 31-01-2023

  • iMarina

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

  • 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)
  • RUJAS ATAHONERO, MIGUEL (Participante)
  • VERA MUÑOZ, CECILIA (Participante)
... View more Collapse

Period: 01-09-2021 - 31-08-2026

Type of funding: International

Amount of funding: 386875,00 Euros.

  • iMarina

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

  • 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)
  • Serrano Olmedo, José Javier (Participante)
  • PEREZ MARTINEZ, JORGE EMILIANO (Participante)
  • ESTEVEZ PRIEGO, ESTEFANIA (Participante)
... View more Collapse

Period: 01-09-2021 - 29-02-2024

Type of funding: International

Amount of funding: 249500,00 Euros.

  • iMarina

VIrtual healTh And weLlbeing Living Lab InftraStructurE

  • Ramos Gomez, Maria Milagros (Participante)
  • ABRIL JIMENEZ, PATRICIA (Participante)
  • PEREZ MARTINEZ, JORGE EMILIANO (Participante)
  • FICO, GIUSEPPE (Investigador principal (IP))
  • BUHID, EDUARDO (Participante)
  • MEJIAS IZQUIERDO, GUILLERMO (Participante)
  • LOMBRONI, IVANA (Participante)
  • MALLO DE LA CALLE, IRENE (Participante)
  • DANTAS PASTOR, ADRIAN (Participante)
  • MERINO BARBANCHO, BEATRIZ (Participante)
  • Cea Sánchez, Gloria (Participante)
  • Simeoni, Ezequiel (Participante)
  • CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))
  • MARTINEZ CEBREIROS, MANUEL (Participante)
  • MAESTU UNTURBE, CEFERINO (Participante)
  • Arredondo Waldmeyer, Maria Teresa (Participante)
... View more Collapse

Period: 01-04-2021 - 31-03-2024

Type of funding: International

Amount of funding: 225066,25 Euros.

  • iMarina

Leveraging AI based technology to transform the future of health care delivery in Leading Hospitals in Europe

  • MALLO DE LA CALLE, IRENE (Participante)
  • GALLEGO MONTEJO, ALBA MARIA (Participante)
  • DANTAS PASTOR, ADRIAN (Participante)
  • CABRERA UMPIERREZ, MARIA FERNANDA (Participante)
  • FICO, GIUSEPPE (Investigador principal (IP))
  • VERA MUÑOZ, CECILIA (Participante)
  • GAETA, EUGENIO (Participante)
  • ARROYO GALLEGO, MARIA DE LA PEÑA (Participante)
  • LOMBRONI, IVANA (Participante)
  • MERINO BARBANCHO, BEATRIZ (Participante)
  • Simeoni, Ezequiel (Participante)
  • MARTINEZ CEBREIROS, MANUEL (Participante)
  • BELMAR MAS, ALVARO (Participante)
  • GONZALEZ NIETO, DANIEL (Participante)
  • MALLAINA GARCIA, RAUL (Participante)
  • MEDRANO GIL, ALEJANDRO (Participante)
  • Arredondo Waldmeyer, Maria Teresa (Participante)
  • PEREZ MARTINEZ, JORGE EMILIANO (Participante)
... View more Collapse

Period: 01-03-2021 - 31-08-2024

Type of funding: International

Amount of funding: 867750,00 Euros.

  • iMarina

BRinging Artificial INTelligencE home for a better cAre of amyotrophic lateral sclerosis and multiple SclERosis

  • LOPEZ NEBREDA, CRISTINA (Participante)
  • RIQUELME OROZCO, MARIA (Participante)
  • Serrano Olmedo, José Javier (Participante)
  • OTTAVIANO, MANUEL (Participante)
  • RUIZ CADENAS, GLORIA (Participante)
  • GONZÁLEZ MARTÍNEZ, SERGIO (Participante)
  • MAESTU UNTURBE, CEFERINO (Participante)
  • CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))
  • Ugena Martínez, Ana María (Participante)
... View more Collapse

Period: 01-01-2021 - 31-12-2024

Type of funding: International

Amount of funding: 680000,00 Euros.

  • iMarina

Pandemic Virus Trace Application¿for the Effective Knowledge Transfer Between Science and Society Inside the Quadruple Helix Collaboration

  • PEREZ MARTINEZ, JORGE EMILIANO (Participante)
  • OTTAVIANO, MANUEL (Participante)
  • CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))
  • GAETA, EUGENIO (Participante)
  • GALLEGO MONTEJO, ALBA MARIA (Participante)
  • MEJIAS IZQUIERDO, GUILLERMO (Participante)
  • Cea Sánchez, Gloria (Participante)
  • Arredondo Waldmeyer, Maria Teresa (Participante)
  • FICO, GIUSEPPE (Investigador principal (IP))
... View more Collapse

Period: 01-01-2021 - 30-06-2023

Type of funding: International

Amount of funding: 190000,00 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

  • VERA MUÑOZ, CECILIA (Titulado/a)
  • Maria Fernanda Cabrera Umpiérrez (Director)
  • Maria Teresa Arredondo Waldmeyer (Director) Doctorando: Cecilia Vera Muñoz

14/12/2015

Reading institution: 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.

  • Maria Fernanda Cabrera Umpiérrez (Director) Doctorando: Juan Bautista Montalvá Colomer

1/1/2015

Reading institution: Universidad Politécnica de Madrid

Reference conceptual framework for personalised integrated infomobility services.

  • Maria Fernanda Cabrera Umpiérrez (Director)
  • Maria Teresa Arredondo Waldmeyer (Director) Doctorando: Laura Pastor Sanz

1/1/2011

Reading institution: Universidad Politécnica de Madrid

This researcher has no patents or software licenses.

Last data update: 8/28/24 1:38 PM