Menasalvas Ruiz, Ernestina ernestina.menasalvas@upm.es
Actividades
- Artículos 126
- Libros 11
- Capítulos de libro 24
- Congresos 68
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 36
- Tesis dirigidas 12
- Patentes o licencias de software 1
Evaluating Spanish Medical Entity Recognition: Large Language Models with Prompting versus Fine-Tuning
- Pan, Ronghao
- Bernal-Beltran, Tomas
- Rodriguez-Gonzalez, Alejandro
- Menasalvas-Ruiz, Ernestina
- Valencia-Garcia, Rafael
CMC-Computers Materials & Continua - 1/1/2026
10.32604/cmc.2026.077501 Ver en origen
- ISSN 15462218
Using ChatGPT to Structure Phenotypical Entities from Disease Texts.
- Palacios-Jaén ML
- Prieto-Santamaría L
- Menasalvas E
- Rodríguez-González A
Caring Is Sharing-Exploiting The Value In Data For Health And Innovation-Proceedings Of Mie 2023 (p. 1808-1809) - 7/8/2025
10.3233/shti251225 Ver en origen
- ISSN 09269630
Evaluating Competency Development and Academic Outcomes: Insights from Six Semesters of Data-Driven Analysis
- Solera, E
- Menasalvas, E
- Martín, M
- Zorrilla, M
- Valdés-Ramírez, D
- Zavala, G
- Monroy, R
Education Sciences - 20/4/2025
10.3390/educsci15040513 Ver en origen
- ISSN 22277102
From Web to RheumaLpack: Creating a Linguistic Corpus for Exploitation and Knowledge Discovery in Rheumatology.
- Madrid-García A
- Merino-Barbancho B
- Freites-Núñez D
- Rodríguez-Rodríguez L
- Menasalvas-Ruíz E
- Rodríguez-González A
- Peñas A
Comput. Biol. Med. - 23/7/2024
10.1101/2024.04.26.24306269 Ver en origen
- ISSN 18790534
NEW APPROACHES TO THE STUDY OF SOCIAL DETERMINANTS OF HEALTH: DISCOVERY, EXTRACTION AND CHARACTERISATION OF MUSCULOSKELETAL PATIENTS' OCCUPATIONS IN THE ELECTRONICAL MEDICAL RECORD USING DEEP LEARNING AND PRE-TRAINED LANGUAGE MODELS
- García, AM
- Perez-Sancristóbal, I
- León, L
- Abasolo, L
- González, AR
- Fernández-Gutiérrez, B
- Ruiz, EM
- Rodriguez, LR
Annals Of The Rheumatic Diseases - 1/6/2024
10.1136/annrheumdis-2024-eular.1 Ver en origen
- ISSN 00034967
A lung cancer diagnosis and treatment dataset with geno- and phenotypical characteristics of the patient
- Ríos-Sánchez, B
- Vigueras, G
- García, A
- Gómez-Bravo, D
- Menasalvas, E
- Torrente, M
- Parejo, C
- Aisopos, F
- Vogiatzis, D
- Purohit, D
- Provencio, M
- Vidal, ME
- Rodríguez-González, A
Data In Brief - 1/12/2024
- ISSN 23523409
Assessing the Impact of New Technologies on Managing Chronic Respiratory Diseases
- Grana-Castro, O
- Izquierdo, E
- Pinas-Mesa, A
- Menasalvas, E
- Chivato-Pérez, T
Journal Of Clinical Medicine - 1/11/2024
10.3390/jcm13226913 Ver en origen
- ISSN 20770383
Understanding the role and adoption of artificial intelligence techniques in rheumatology research: An in-depth review of the literature
- A Madrid-García
- B Merino-Barbancho
- A Rodríguez-González
Seminars In Arthritis And Rheumatism - 1/8/2023
10.1016/j.semarthrit.2023.152213 Ver en origen
- ISSN 00490172
- iMarina
- iMarina
A Methodology to Automatically Segment 3D Ultrasonic Data Using X-ray Computed Tomography and a Convolutional Neural Network
- Caballero, JI
- Cosarinsky, G
- Camacho, J
- Menasalvas, E
- Gonzalo-Martin, C
- Sket, F
Applied Sciences-Basel - 1/5/2023
10.3390/app13105933 Ver en origen
- ISSN 20763417
Comparing automated machine learning against an off-the-shelf pattern-based classifier in a class imbalance problem: predicting university dropout
- Cañete-Sifuentes, L
- Robles, V
- Menasalvas, E
- Borja, RM
Ieee Access (p. 139147-139156) - 1/1/2023
10.1109/access.2023.3336596 Ver en origen
- ISSN 21693536
REDIRECTION: Generating drug repurposing hypotheses using link prediction with DISNET data
- AA Muñoz
- EU Carro
- LP Santamaría
- BO Carrasco
- EM Ruiz
- YP Gallardo
1/1/2022
- iMarina
Deep learning for superpixel-based classification of remote sensing images
- C Gonzalo-Martin
- A Garcia-Pedrero
- M Lillo-Saavedra
- E Menasalvas
1/1/2016
- iMarina
Recurrent drifts: Aapplying fuzzy logic to concept similarity function
- MÁ Abad
- E Menasalvas
1/1/2015
- iMarina
D2. 3 Specifications and procedures to support the design of a resilience data mining service
- Ernestina Menasalvas
- Santiago Muelas
1/1/2014
- iMarina
Evaluación conductual hoy: un enfoque para el cambio en psicología clínica y de la salud
- Fernández Ballesteros, Rocío
1/1/2012
- ISBN 84-368-0698-0
- iMarina
EVAPOTRANSPIRATION MAPPING WITHOUT THERMAL BAND USING RANDOM FOREST
- Consuelo Gonzalo-Martin
- Mario Lillo-Saavedra
- Angel Garcia-Pedrero
- David Fonseca
- Octavio Lagos
- Ernestina Menasalvas
1/1/2012
- iMarina
Methods and Supporting Technologies for Data Analysis, 1st edition
- Ernestina Menasalvas Ruiz
1/1/2009
- ISBN 3642021956
- iMarina
Methods and Supporting Technologies for Data Analysis
- Danuta Zakrzewska
- Ernestina Menasalvas
- Liliana Byczkowska-Lipinska
1/1/2009
- iMarina
Un modelo de proceso para Data Mining y Knowledge Discovery
- Gonzalo Mariscal Vivas
- Ernestina Menasalvas Ruiz
- Oscar Marban Gallego
- Fco.Javier Segovia Perez
1/1/2007
- ISBN 9788469045039
- iMarina
Monitoring and decision support in treatment modalities for lung cancer
- Gonzalez AR
- Menasalvas E
- Aisopos F
- Vogiatzis D
- Krithara A
- Paliouras G
- Jozashoori S
- Rivas A
- Sakor A
- Vidal M-E
- Torrente M
- Pulla MP
- Trinatafyllou A
- Dalianis A
Technology In Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring And Assessment (p. 197-207) - 1/1/2024
General learnings from the horizon 2020 project BigMedilytics
- Roller R
- Chatterjea S
- Pickering B
- Hemsen H
- Vogiatzis D
- Martínez RM
- Langs G
- Rabinovici-Cohen S
- Duettmann W
- Sangers A
- Vidal M-E
- Ruiz EM
- Sanchez MM
- Redon J
- Ferrer-Albero A
- Muñoz-Oliver A
- Noordergraaf GJ
- Paulussen I
- Vincent PH
- Ijpma A
- Navarro-Cerdán J-R
- Gálvez-Settier S
Technology In Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring And Assessment (p. 341-360) - 1/1/2024
A Granular Model for Data Mining
- A Wasilewska
- E Menasalvas
Granular, Fuzzy, And Soft Computing - 1/1/2023
Achievements and impact of the big data value public-private partnership: The story so far
- García Robles A
- Zillner S
- Gerteis W
- Cattaneo G
- Metzger A
- Alonso D
- Barbero M
- Menasalvas E
- Curry E
Recognition Of Formal And Non-Formal Training In Data Science (p. 63-93) - 1/8/2021
Use Cases and Applications
- Demchenko Y
- Comminiello L
- Wiktorski T
- Cuadrado-Gallego JJ
- Chertov O
- Menasalvas E
- Moreno AM
- Swoboda N
- Brewer S
The Data Science Framework: A View from the EDISON Project (p. 135-179) - 1/1/2020
Editor: Springer International Publishing
10.1007/978-3-030-51023-7_6 Ver en origen
- ISSN/ISBN 9783030510220
Data science in healthcare: Benefits, challenges and opportunities
- Abedjan Z
- Boujemaa N
- Campbell S
- Casla P
- Chatterjea S
- Consoli S
- Costa-Soria C
- Czech P
- Despenic M
- Garattini C
- Hamelinck D
- Heinrich A
- Kraaij W
- Kustra J
- Lojo A
- Sanchez MM
- Mayer MA
- Melideo M
- Menasalvas E
- Aarestrup FM
- Artigot EN
- Petkovi? M
- Recupero DR
- Gonzalez AR
- Kerremans GR
- Roller R
- Romao M
- Ruping S
- Sasaki F
- Spek W
- Stojanovic N
- Thoms J
- Vasiljevs A
- Verachtert W
- Wuyts R
Data Science For Healthcare: Methodologies And Applications (p. 3-38) - 1/1/2019
Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers
- Toro, CAO
- Martín, CG
- Pedrero, AG
- Gonzalez, AR
- Menasalvas, E
11th International Conference On Practical Applications Of Computational Biology & Bioinformatics / Florentino Fernández Riverola (Ed. Lit.) (p. 137-145-145) - 1/1/2017
Research challenge of locally computed ubiquitous data mining
- Aysegul Cayci
- João Bártolo Gomes
- Andrea Zanda
- Ernestina Menasalvas
- Santiago Eibe
Data Mining: Concepts, Methodologies, Tools, And Applications (p. 1960-1978) - 1/1/2013
- iMarina
Granular model for data mining
- Wasilewska A
- Menasalvas E
(p. 1444-1454) - 1/1/2012
Research Challenge of Locally Computed Ubiquitous Data Mining
- Cayci A
- Gomes JB
- Zanda A
- Menasalvas E
- Eibe S
Data Mining: Concepts, Methodologies, Tools, And Applications: Volume 1-4 (p. 1960-1978) - 1/1/2012
ELADAIS: An Integrated Platform for High-Impact Clinical Data Extraction, Standardization and Advanced Analytics Using OMOP-CDM
- Gonz lez, AR
- Robles, V
- Mercado, JJC
- P rez, JMM
- Mendez, JLG
- Ruiz, EM
Proc Ieee Int Symp Comput Based Med Syst (p. 727-731) - 1/1/2025
10.1109/cbms65348.2025.00151 Ver en origen
- ISSN 23729198
Step-forward structuring disease phenotypic entities with LLMs for disease understanding
- García-Barragán, A
- Calatayud, AG
- Prieto-Santamaría, L
- Robles, V
- Menasalvas, E
- Rodríguez, A
Proc Ieee Int Symp Comput Based Med Syst (p. 213-218) - 1/1/2024
10.1109/cbms61543.2024.00043 Ver en origen
- ISSN 23729198
Named Entity Recognition in Mammography Radiology Reports using a Multilingual Transfer Learning Approach
- Cabrera, ERS
- Díaz, AS
- Menasalvas, E
- Pena, JGT
- Robles, V
Proc Ieee Int Symp Comput Based Med Syst (p. 273-277) - 1/1/2024
10.1109/cbms61543.2024.00052 Ver en origen
- ISSN 23729198
UNDERSTANDING THE ROLE AND ADOPTION OF ARTIFICIAL INTELLIGENCE TECHNIQUES IN RHEUMATOLOGY RESEARCH: AN IN-DEPTH REVIEW OF THE LITERATURE
- García, AM
- Barbancho, BM
- González, AR
- Fernandez, B
- León, L
- Abasolo, L
- Freites, D
- Ruìz, EM
- Rodriguez, LR
Annals Of The Rheumatic Diseases (p. 2070-2070) - 1/6/2023
10.1136/annrheumdis-2023-eular.205 Ver en origen
- ISSN 00034967
Federated learning for describing COVID-19 patients and hospital outcomes: An unCoVer analysis
- Peñalvo, JL
- Mertens, E
- Cottam, J
- Berrozpe-Maldonado, V
- Fernández-Lobón, D
- Solarte-Pabón, O
- Menasalvas, E
European Journal Of Public Health - 1/10/2022
- ISSN 11011262
- iMarina
ASSESSING POROSITY MORPHOLOGY IN COMPOSITE MATERIALS BY ANALYSIS OF FREQUENCY RESPONSE
- Caballero-Garzon JI
- Cosarinsky G
- Camacho J
- Menasalvas E
- Gonzalo-Martin C
- Sket F
- González C
Eccm 2022 - Proceedings Of The 20th European Conference On Composite Materials: Composites Meet Sustainability (p. 483-491) - 1/1/2022
- iMarina
Detecting Elevated Risk of Diminished Quality of Life Among Lung Cancer Patients by Using Wearable Devices
- M Torrente
- F Franco
- AC Lorduy
- V Calvo
- P Martinez
- C Parejo
Journal Of Thoracic Oncology (p. S1130-S1131) - 1/10/2021
- ISSN 15560864
- iMarina
Information extraction from Spanish radiology reports using multilingual BERT
- Solarte-Pabón O
- Montenegro O
- Blazquez-Herranz A
- Saputro H
- Rodriguez-González A
- Menasalvas E
Ceur Workshop Proceedings (p. 834-845) - 1/1/2021
- ISSN 16130073
- iMarina
A proposal for recognizing skills in data science using open badges
- Menasalvas, E
- Moreno, AM
- Swoboda, N
Annual Conference On Innovation And Technology In Computer Science Education, Iticse (p. 316-316) - 2/7/2019
10.1145/3304221.3325561 Ver en origen
- ISSN 1942647X
Completing Missing MeSH Code Mappings in UMLS Through Alternative Expert-Curated Sources
- del Valle, EPG
- Santamaría, LP
- García, GL
- Zanin, M
- Ruiz, EM
- Rodríguez-González, A
Proc Ieee Int Symp Comput Based Med Syst (p. 174-179) - 1/6/2019
10.1109/cbms.2019.00044 Ver en origen
- ISSN 23729198
Este/a investigador/a no tiene documentos de trabajo.
Este/a investigador/a no tiene informes técnicos.
Innovaciones en codificación de vídeo usando tecnologías inteligentes
- García NA, David (Participante)
- Wan NA, Xiangyu (Miembro del equipo de trabajo)
- Fernández NA, Pablo (Miembro del equipo de trabajo)
- Cuenca NA, Pedro Ángel (Participante)
- VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Investigador principal (IP))
- DIAZ HONRUBIA, ANTONIO JESUS (Investigador principal (IP))
- MENASALVAS RUIZ, ERNESTINA (Participante)
- MENGUAL GALAN, LUIS (Participante)
Ejecución: 01-09-2025 - 31-08-2028
Tipo: Nacional
Importe financiado: 138125,00 Euros.
- iMarina
MIDAS. DESArrollo Formal de sistemas y servicios beneficiosos para la sOciedad
- MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))
Ejecución: 01-01-2025 - 31-12-2028
Tipo: Regional
Importe financiado: 0,00 Euros.
- iMarina
Leading Europe¿s Advanced Digital Skills to 2030
- Moreno Sánchez-Capuchino, Ana María (Participante)
- MENASALVAS RUIZ, ERNESTINA (Participante)
Ejecución: 01-09-2024 - 31-08-2028
Tipo: Internacional
Importe financiado: 209078,00 Euros.
- iMarina
ESpacio de daTos clínIcos y farMacológicos para reAlizar Tratamientos de prEcisión
- MENASALVAS RUIZ, ERNESTINA (Participante)
- RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
- DIAZ HONRUBIA, ANTONIO JESUS (Investigador principal (IP))
- VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Investigador principal (IP))
Ejecución: 22-05-2024 - 30-06-2026
Tipo: Nacional
Importe financiado: 41330569,00 Euros.
- iMarina
IMPARTIR FORMACIÓN A TRABAJADORES DE CABIFY: CURSO FUNDAMENTOS BD
- Prieto Santamaria, Lucia (Colaborador/a)
- DIAZ HONRUBIA, ANTONIO JESUS (Colaborador/a)
- MENASALVAS RUIZ, ERNESTINA (Colaborador/a)
- RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
Ejecución: 22-10-2024 - 31-10-2024
Tipo: Interno
Importe financiado: 0,00 Euros.
- iMarina
TechConnect: Assessing and Strengthening Human-Tech Skill Complementarity in the Digital Landscape
- MENASALVAS RUIZ, ERNESTINA (Participante)
Ejecución: 01-10-2024 - 30-09-2027
- iMarina
Understanding Lung Cancer related risk factors and their Impact
- LEDESMA CARBAYO, MARIA JESUS (Participante)
- Fernández Baizán, María Covadonga (Participante)
- VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
- DIAZ HONRUBIA, ANTONIO JESUS (Participante)
- ROBLES FORCADA, VICTOR (Participante)
- COLOMO PALACIOS, Ricardo (Participante)
- HERRERO MARTIN, MARIA PILAR (Participante)
- MENASALVAS RUIZ, ERNESTINA (Participante)
- TEJERA NEVADO, PALOMA (Participante)
- RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
Ejecución: 01-01-2023 - 31-12-2026
Tipo: Internacional
Importe financiado: 538438,00 Euros.
- iMarina
Reposicionamiento de fármacos basado en datos mediante redes neuronales en grafos
- Prieto Santamaria, Lucia (Miembro del equipo de trabajo)
- OTERO CARRASCO, BELEN (Miembro del equipo de trabajo)
- CARACA-VALENTE HERNANDEZ, JUAN PEDRO (Participante)
- Caraça-Valente Hernandez, Juan Pedro (Participante)
- RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
- MENASALVAS RUIZ, ERNESTINA (Participante)
- PEREZ PEREZ, AURORA (Participante)
Ejecución: 01-09-2022 - 31-08-2025
Tipo: Nacional
- iMarina
Hipótesis de reposicionamiento de fármacos basadas en datos
- MENASALVAS RUIZ, ERNESTINA (Participante)
- DIAZ HONRUBIA, ANTONIO JESUS (Participante)
- VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
- OTERO CARRASCO, BELEN (Participante)
- JUSTE URRACA, DAVID (Miembro del equipo de trabajo)
- RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
- Prieto Santamaria, Lucia (Miembro del equipo de trabajo)
Ejecución: 01-12-2022 - 30-11-2024
Tipo: Nacional
Importe financiado: 80730,00 Euros.
- iMarina
Leading European Advanced Digital Skills
- Moreno Navarro, Juan José (Participante)
- SEGOVIA PEREZ, FCO.JAVIER (Participante)
- BARAMBONES RAMIREZ, JOSE MARIA (Participante)
- Moreno Sánchez-Capuchino, Ana María (Participante)
- RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
- ROBLES FORCADA, VICTOR (Participante)
- MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))
Ejecución: 01-10-2022 - 31-03-2024
Tipo: Internacional
Importe financiado: 204263,00 Euros.
- iMarina
Improving the characterization of porosity by ultrasonic testing in composite materials using X-ray computed tomography, machine learning and signal processing
- MENASALVAS RUIZ, ERNESTINA (Director)
- Sket, Federico (Director) Doctorando: Caballero Garzón, Juan Ignacio
29/4/2024
- iMarina
Exploitation of Clinical notes of Cancer Patients for Knowledge Extraction using Intelligent Data Analysis Techniques
- MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: Solarte Pabón, Oswaldo
14/12/2022
- iMarina
Data-driven approaches in rheumatology: learning from real-world data
- Rodríguez Rodríguez, Luis (Director)
- MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: Madrid García, Alfredo
28/11/2022
- iMarina
Understanding Clinical Narratives in Oncological Domain
- MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: Najafabadipour, Marjan
18/1/2021
- iMarina
Big Medical Text Analytics: querying, searching and understanding clinical data
- GONZALO MARTIN, CONSUELO (Director)
- MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: Costumero Moreno, Roberto
20/9/2017
- iMarina
Autonomous classification models in ubiquitous environments
- MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: Abad Arranz, Miguel Ángel
1/1/2015
- iMarina
Autonomous data mining algorithm configurator: application to a social
- MENASALVAS RUIZ, ERNESTINA (Director)
14/12/2012
- iMarina
Learning Recurring Concepts from Data Streams in Ubiquitous Environments
- MENASALVAS RUIZ, ERNESTINA (Director)
- SOUSA, Pedro (Director) Doctorando: Bártolo Gomes, Joao Paulo
1/1/2011
- iMarina
Learning recurring concepts from data streams in ubiquitous
- Ernestina Menasalvas (Director)
- Pedro Alexandre Costa Sousa (Director) Doctorando: João Bártolo Gomes
1/1/2011
- iMarina
Método de inspección de un volumen de un componente compuesto, aparato para inspeccionar el componente compuesto y un programa de ordenador
- CABALLERO GARZON, JUAN IGNACIO (Autor o Coautor)
- Sket, Federico (Autor o Coautor)
- MENASALVAS RUIZ, ERNESTINA (Autor o Coautor)
- GONZALEZ MARTINEZ, CARLOS DANIEL (Autor o Coautor)
- GONZALO MARTIN, CONSUELO (Autor o Coautor)
9/5/2023
- iMarina
Grupos de investigación
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Minería de Datos y Simulación (MIDAS)
Rol: Investigador Principal
Perfiles de investigador/a
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ORCID
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Publons
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Scopus Author ID
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Dialnet id