López Pérez, Laura l.lopez@upm.es
Publications
- Articles 38
- Books 1
- Book chapters 0
- Conferences 18
- Working papers 0
- Technical reports 0
- Research projects 7
- Supervised theses 0
- Patent or software license 0
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
Identifying Markers of Cardiac Arrythmias in Patients with Diabetes Mellitus Type 2
- Papagiannopoulos OD
- Georga EI
- Idoyaga Uribarrena JE
- Arana Arri E
- Perez LL
- Rujas M
- Temporale C
- Sanchez GC
- de Battle J
- Pecchia L
- Fico G
- Fotiadis DI
Annual International Conference Of The Ieee Engineering In Medicine And Biology Society. Ieee Engineering In Medicine And Biology Society. Annual International Conference (p. 1-4) - 1/7/2025
10.1109/embc58623.2025.11251843 View at source
- ISSN 26940604
Unveiling Predictors of Parkinson's Disease Progression: A Machine Learning Approach with Questionnaire and Wearable Device Data
- Papagiannopoulos OD
- Georga EI
- Arri EA
- Eneko Idoyaga Uribarrena J
- Perez LL
- Rujas M
- Temporale C
- Sanchez GC
- de Battle J
- Pecchia L
- Tsiknakis M
- Fico G
- Fotiadis DI
Annual International Conference Of The Ieee Engineering In Medicine And Biology Society. Ieee Engineering In Medicine And Biology Society. Annual International Conference (p. 1-4) - 1/7/2025
10.1109/embc58623.2025.11254769 View at source
- ISSN 26940604
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
Risk factors for shunt-dependent hydrocephalus after spontaneous subarachnoid hemorrhage
- Estallo, Loreto Esteban
- Pellejero, Juan Casado
- Sufuentes, Silvia Vazquez
- Lopez, Laura Beatriz Lopez
- de Miguel, David Fustero
- Martinez, Luis Manuel Gonzalez
Neurocirugia (p. 196-204) - 1/7/2024
10.1016/j.neucir.2024.01.002 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
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
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
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
Smartphone-Based Strategy for Quality-of-Life Monitoring in Head and Neck Cancer Survivors
- Lopez-Perez, Laura
- Alonso, Itziar
- Filippodou, Elizabeth
- Mercalli, Franco
- Cavalieri, Stefano
- Martinelli, Elena
- Licitra, Lisa
- Manos, Anastassios
- Cabrera-Umpierrez, Maria Fernanda
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
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
Research and contextual inquiry on information and communication technologies point of care systems for cancer follow-up
- Blanco, VV
- Perez, LL
- Hernandez, L
- Checa, GG
- Licitra, LF
- Cavalieri, S
- Fico, G
- Arredondo, MT
Annals Of Oncology (p. S1094-S1094) - 1/1/2020
10.1016/j.annonc.2020.08.1327 View at source
- ISSN 09237534
- 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
This researcher has no working papers.
This researcher has no technical reports.
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
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
- 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)
- GONZÁLEZ MARTÍNEZ, SERGIO (Participante)
- Serrano Olmedo, José Javier (Participante)
- Arredondo Waldmeyer, Maria Teresa (Participante)
- OTTAVIANO, MANUEL (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
- 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)
- 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)
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
Big Data and models for personalized Head and Neck Cancer Decision support
- Arredondo Waldmeyer, Maria Teresa (Investigador principal (IP))
- HERNÁNDEZ GONZÁLEZ, LISS (Participante)
- Fioravanti, Alessio (Participante)
- MEDRANO GIL, ALEJANDRO (Participante)
- LÓPEZ PÉREZ, LAURA (Participante)
- Ugena Martínez, Ana María (Participante)
- FICO, GIUSEPPE (Participante)
Period: 01-01-2016 - 30-09-2019
Type of funding: International
Amount of funding: 415000,00 Euros.
- iMarina
This researcher has no supervised thesis.
This researcher has no patents or software licenses.
Researcher profiles
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