López Pérez, Laura l.lopez@upm.es
Publications
- Articles 34
- Books 1
- Book chapters 0
- Conferences 15
- Working papers 0
- Technical reports 0
- Research projects 5
- Supervised theses 0
- Patent or software license 0
Joint probability framework for the development and validation of a prognostic model for the conditional outcome of quality of life: a retrospective study in historical European cohorts of survivors of head and neck cancer
- Moreira-Soares, Mauricio
- Fossen, Erlend I F
- Bilbao-Jayo, Aritz
- Almeida, Aitor
- Lopez-Perez, Laura
- Alonso, Itziar
- Cabrera-Umpierrez, Maria Fernanda
- Fico, Giuseppe
- Singer, Susanne
- Taylor, Katherine J
- Thomas, Steve
- Pring, Miranda
- Licitra, Lisa
- Cavalieri, Stefano
- Frigessi, Arnoldo
- LeBlanc, Marissa
LANCET DIGITAL HEALTH - 1/5/2026
10.1016/j.landig.2025.100976 View at source
- ISSN 25897500
Exploring the potential of XAI methods in generating clinically meaningful explanations for glycemia prediction in diabetes patients
- Rotbei, Sayna
- Soler, Pablo Matias
- Merino-Barbancho, Beatriz
- Lopez-Perez, Laura
- Anchuelo, Arturo Corbaton
- Garcia, Luis Picazo
- Fores, Ricardo Mesanza
- Matus, Laura Mariel
- Albert, Ricardo Munoz
- Panadero, Raquel Pinero
- Andicoechea, Aitor Odiaga
- Diez, Maria Angeles San Martin
- Sanchez, Ainhoa Burzaco
- Barron, Rosana Soriano
- Irimia, Andrea
- Esculano, Esther Ruescas
- Vinceixo, Mireia Cramp
- Chaib, F Beddar
- Tourab, Hania
- Fico, Giuseppe
- Botta, Alessio
BMC Medical Informatics and Decision Making - 14/3/2026
10.1186/s12911-026-03420-5 View at source
- ISSN 14726947
A Secure and Interoperable Big Data Platform for AI-Driven Healthcare Solutions: Insights From the GATEKEEPER Project
- Christian Temporale
- E. De Salvo
- Eugenio Gaeta
- Miguel Rujas
- Laura Lopez-Perez
- Muhammad Salman Haleem
- Vasilis Aidonis
- Eleni I. Georga
- Dimitrios Fotiadis
- Leandro Pecchia
- Giuseppe Fico
IEEE ACCESS (p. 16389-16405) - 28/1/2026
10.1109/access.2026.3657440 View at source
- ISSN 2169-3536
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
Ieee Journal Of Biomedical And Health Informatics (p. 717-731) - 1/1/2026
10.1109/jbhi.2025.3593198 View at source
- ISSN 21682208
A multimodal deep learning architecture for predicting interstitial glucose for effective type 2 diabetes management (vol 15, 27625, 2025)
- Haleem, Muhammad Salman
- Katsarou, Daphne
- Georga, Eleni I
- Dafoulas, George E
- Bargiota, Alexandra
- Lopez-Perez, Laura
- Rujas, Miguel
- Fico, Giuseppe
- Pecchia, Leandro
- Fotiadis, Dimitrios
- Caimi, Claudio
- Tamporale, Christian
- Manea, Mirko
- Bonferini, Chiara
- Gaeta, Eugenio
- Sanchez, Gloria Cea
- Drympeta, Ioanna
- Votis, Konstantinos
- Folkvord, Frans
- de Battle, Jordi
Scientific Reports - 20/8/2025
10.1038/s41598-025-16371-0 View at source
- ISSN 20452322
Nirsevimab and Acute Bronchiolitis Admissions in Infants Under One Year of Age
- Andina Martinez, David
- Claret Teruel, Gemma
- Gijon Mediavilla, Manuel
- Fernandez Mozo, Esther
- Camara Otegui, Amaia
- Banos Lopez, Laura
- Jimenez de la Jara, Beatriz
- Ferrero Garcia-Loygorri, Clara
- Sanchez Tatay, Victoria
- Pavlovic Nesic, Svetlana
- Gonzalez Arza, Nerea
- Gimeno-Hernandez Garza, Veronica
- Guerra Diez, Jose Lorenzo
- Ranera Malaga, Adrian
- Escalada Pellitero, Silvia
- Barrueco Ramos, Clara
- Alonso-Cadenas, Jose Antonio
Pediatric Pulmonology - 14/8/2025
10.1002/ppul.71249 View at source
- ISSN 87556863
A multimodal deep learning architecture for predicting interstitial glucose for effective type 2 diabetes management
- Haleem, MS
- Katsarou, D
- Georga, EI
- Dafoulas, GE
- Bargiota, A
- Lopez-Perez, L
- Rujas, M
- Fico, G
- Pecchia, L
- Fotiadis, D
- Gatekeeper Consortium
Scientific Reports - 29/7/2025
10.1038/s41598-025-07272-3 View at source
- ISSN 20452322
GATEKEEPER Platform: Secure Processing Environment for European Health Data Space
- Gaeta, Eugenio
- Haleem, Muhammad Salman
- Lopez-Perez, Laura
- Manea, Mirko
- Umpierrez, Maria Fernanda Cabrera
- Waldmeyer, Maria Teresa Arredondo
- Pecchia, Leandro
- Fico, Giuseppe
- GATEKEEPER Consortium
Ieee Access (p. 34627-34638) - 1/1/2025
10.1109/access.2025.3539559 View at source
- ISSN 21693536
A Multimodal Deep Learning Architecture for Estimating Quality of Life for Advanced Cancer Patients Based on Wearable Devices and Patient-Reported Outcome Measures
- Haleem MS
- Aidonis V
- Georga EI
- Krini M
- Matsangidou M
- Kassianos AP
- Pattichis CS
- Rujas M
- Lopez-Perez L
- Fico G
- Pecchia L
- Fotiadis DI
- Consortium G
Ieee Journal Of Biomedical And Health Informatics - 1/1/2025
10.1109/jbhi.2025.3597054 View at source
- ISSN 21682208
Venous congestive encephalopathy secondary to arteriovenous fistula aggravated by cerebrospinal fluid shunt
- Pellejero, Juan Casado
- Sufuentes, Silvia Vazquez
- Lopez, Laura Beatriz Lopez
- Caballo, Rosario Barrena
Neurocirugia (p. 210-214) - 1/7/2024
10.1016/j.neucir.2024.02.001 View at source
- ISSN 11301473
Digital health to support head and neck cancer survivors
- López-Pérez, L.
- García-Betances, R.I.
- Martin Guirado, J.C.
- Bilbao-Jayo, A.
- Almeida, A.
- Cavalieri, S.
- Filippidou, D.I.
- Manos, A.
- Martinelli, E.
- Sanchez, M.
- Poliwoda, P.
- Mercalli, F.
- Cabrera-Umpiérrez, M.F.
- Arredondo, M.T.
- Licitra, L.
- Fico, G
28/6/2021
- iMarina
This researcher has no book chapters.
Knowledge Graph Construction for Health, Lifestyle and Fitness Applications
- Allocca, C
- Antonini, A
- Pala, R
- Salatino, A
- Naja, I
- Ail, R
- Haleem, MS
- Lopez-Perez, L
- Gaeta, E
- Pecchia, L
- Fico, G
Syntactic Asp Forgetting With Forks (p. 102-122) - 1/1/2025
10.1007/978-3-031-94578-6_6 View at source
- ISSN 03029743
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
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 View at source
- 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
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 View at source
- ISSN 16800737
An Ontology for Quality of Life Modeling in Head and Neck Cancer
- Almeida A
- Bilbao-Jayo A
- Hernandez L
- Lopez-Perez L
- Estevez-Priego E
- Fico G
- Taylor K
- Singer S
- Mercalli F
- Filippidou DE
- Martinelli E
- Cavalieri S
- Licitra L
2022 7th International Conference On Smart And Sustainable Technologies, Splitech 2022 - 1/1/2022
Data analytics for predicting quality of life changes in head and neck cancer survivors: a scoping review
- Alonso, Itziar
- Lopez-Perez, Laura
- Martin Guirado, Juan Carlos
- Fernanda Cabrera-Umpierrez, Maria
- Teresa Arredondo, Maria
- Fico, Giuseppe
Annual International Conference Of The Ieee Engineering In Medicine And Biology Society. Ieee Engineering In Medicine And Biology Society. Annual International Conference (p. 2262-2265) - 1/1/2021
10.1109/embc46164.2021.9629619 View at source
- ISSN 26940604
Main Barriers and Needs to Support Clinical Cancer Research via Health Informatics
- S. Canevari
- L. Licitra
- L Pecchia3
- FICO, GIUSEPPE
- LÓPEZ PÉREZ, LAURA
- Arredondo Waldmeyer, Maria Teresa
World Congress On Medical Physics And Biomedical Engineering: Radiation Oncology (p. 174-182) - 1/1/2020
10.1007/978-3-030-30636-6_25 View at source
- ISSN 16800737
- iMarina
- iMarina
Development of a Home Accompaniment System Providing Homework Assistance for Children with ADHD
- López-Pérez L
- Berrezueta-Guzman J
- Martín-Ruiz M-L
Communications In Computer And Information Science (p. 22-35) - 1/1/2020
10.1007/978-3-030-62833-8_3 View at source
- ISSN 18650929
BD2Decide: Big Data and Models for Personalized Head and Neck Cancer Decision Support
- Lopez-Perez, L
- Hernández, L
- Ottaviano, M
- Martinelli, E
- Poli, T
- Licitra, L
- Arredondo, MT
- Fico, G
Proc Ieee Int Symp Comput Based Med Syst (p. 67-68) - 1/6/2019
10.1109/cbms.2019.00024 View at source
- ISSN 23729198
Integrating population data in a computerized Decision Support System for Head and Neck Cancer
- Lopez-Perez, L
- Hernandez, L
- Pfaff, L
- Trama, A
- Gatta, G
- Francisci, S
- Mallone, S
- Martinelli, E
- Ugena, A
- Cavalieri, S
- Licitra, L
- Arredondo, MT
- Fico, G
2019 Ieee Embs International Conference On Biomedical & Health Informatics (Bhi) (p. 1-4) - 1/5/2019
Designing an ontology for Head and Neck Cancer research
- Hernández, L
- Lopez-Perez, L
- Ugena, AM
- Arredondo, MT
- Fico, G
2019 Ieee Embs International Conference On Biomedical & Health Informatics (Bhi) (p. 1-5) - 1/5/2019
This researcher has no working papers.
This researcher has no technical reports.
SUPERTREAT: SUPPORTING PERSONALIZED TREATMENT DECISIONS IN HEAD AND NECK CANCER THROUGH BIG DATA
- LÓPEZ PÉREZ, LAURA (Colaborador/a)
- FICO, GIUSEPPE (Colaborador/a)
- Arredondo Waldmeyer, Maria Teresa (Investigador principal (IP))
- CABRERA UMPIERREZ, MARIA FERNANDA (Colaborador/a)
Period: 01-02-2022 - 31-01-2023
- iMarina
Big Data Models and Intelligent tools for Quality of Life monitorinBig Data Models and Intelligent tools for Quality of Life monitoring and participatory empowerment of head and neck cancer survivors
- RAMIREZ CASTILLEJO, MARIA DEL CARMEN (Participante)
- GAETA, EUGENIO (Participante)
- ESTEVEZ PRIEGO, ESTEFANIA (Participante)
- RUIZ CADENAS, GLORIA (Participante)
- TERIUS PADRON, JOSE GABRIEL (Participante)
- ALONSO MARCO, ITZIAR (Participante)
- Arredondo Waldmeyer, Maria Teresa (Participante)
- Ugena Martínez, Ana María (Participante)
- FICO, GIUSEPPE (Participante)
- PEREZ MARTINEZ, JORGE EMILIANO (Participante)
- OTTAVIANO, MANUEL (Participante)
- LÓPEZ PÉREZ, LAURA (Participante)
- HERNÁNDEZ GONZÁLEZ, LISS (Participante)
- GARCÍA BETANCES, REBECA ISABEL (Participante)
- CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))
Period: 01-01-2020 - 31-12-2024
Type of funding: International
Amount of funding: 406250,00 Euros.
- iMarina
CAncer PAtients Better Life Experience
- GONZÁLEZ MARTÍNEZ, SERGIO (Participante)
- Serrano Olmedo, José Javier (Participante)
- Arredondo Waldmeyer, Maria Teresa (Participante)
- OTTAVIANO, MANUEL (Participante)
- RAMIREZ CASTILLEJO, MARIA DEL CARMEN (Participante)
- LÓPEZ PÉREZ, LAURA (Participante)
- Ugena Martínez, Ana María (Participante)
- AYUSO GARCIA, ISABEL (Participante)
- CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))
- FICO, GIUSEPPE (Participante)
Period: 01-01-2020 - 31-12-2023
Type of funding: International
Amount of funding: 306250,00 Euros.
- iMarina
SMART LIVING HOMES - WHOLE INTERVENTIONS DEMONSTRATOR FOR PEOPLE AT HEALTH AND SOCIAL RISKS
- VERA MUÑOZ, CECILIA (Participante)
- DANTAS PASTOR, ADRIAN (Participante)
- LOPEZ NEBREDA, CRISTINA (Participante)
- CABRERA UMPIERREZ, MARIA FERNANDA (Investigador principal (IP))
- MEJIAS IZQUIERDO, GUILLERMO (Participante)
- MARTINEZ CEBREIROS, MANUEL (Participante)
- BELMAR MAS, ALVARO (Participante)
- MEDRANO GIL, ALEJANDRO (Participante)
- ABRIL JIMENEZ, PATRICIA (Participante)
- LOMBRONI, IVANA (Participante)
- Ramos Gomez, Maria Milagros (Participante)
- GARCÍA BETANCES, REBECA ISABEL (Participante)
- FICO, GIUSEPPE (Investigador principal (IP))
- GONZÁLEZ MARTÍNEZ, SERGIO (Participante)
- Cea Sánchez, Gloria (Participante)
- ROJO LACAL, JAVIER IGNACIO (Participante)
- LÓPEZ PÉREZ, LAURA (Participante)
- GAETA, EUGENIO (Participante)
- GALLEGO MONTEJO, ALBA MARIA (Participante)
- PEREZ MARTINEZ, JORGE EMILIANO (Participante)
- OTTAVIANO, MANUEL (Participante)
- Serrano Olmedo, José Javier (Participante)
- Arredondo Waldmeyer, Maria Teresa (Participante)
Period: 01-10-2019 - 31-03-2023
Type of funding: International
Amount of funding: 948750,00 Euros.
- iMarina
Integrated care program for Type 1 Diabetes Mellitus patients with insulin pump
- Arredondo Waldmeyer, Maria Teresa (Investigador principal (IP))
- LÓPEZ PÉREZ, LAURA (Participante)
- HERNÁNDEZ GONZÁLEZ, LISS (Participante)
- FICO, GIUSEPPE (Participante)
- Ramos Gomez, Maria Milagros (Participante)
- GONZALEZ NIETO, DANIEL (Participante)
- MERINO BARBANCHO, BEATRIZ (Participante)
Period: 01-01-2019 - 30-06-2020
Type of funding: International
Amount of funding: 115187,50 Euros.
- iMarina
This researcher has no supervised thesis.
This researcher has no patents or software licenses.
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