Menasalvas Ruiz, Ernestina ernestina.menasalvas@upm.es
Publications
- Articles 163
- Books 12
- Book chapters 27
- Conferences 125
- Working papers 0
- Technical reports 0
- Research projects 54
- Supervised theses 18
- Patent or software license 1
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
- ISSN 09269630
- iMarina
Evaluating Competency Development and Academic Outcomes: Insights from Six Semesters of Data-Driven Analysis
- Solera, Enrique
- Menasalvas, Ernestina
- Martin, Mario
- Zorrilla, Marta
- Valdes-Ramirez, Danilo
- Zavala, Genaro
- Monroy, Raul
Education Sciences - 20/4/2025
10.3390/educsci15040513 View at source
- ISSN 22277102
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
- Garcia, A Madrid
- Leon, L
- Abasolo, L
- Gonzalez, A Rodriguez
- Fernandez-Gutierrez, B
- Ruiz, E Menasalvas
- Rodriguez, L Rodriguez
Annals Of The Rheumatic Diseases - 1/6/2024
10.1136/annrheumdis-2024-eular.1 View at source
- ISSN 00034967
PALADIN: A process-based constraint language for data validation
- Diaz-Honrubia, AJ
- Rohde, PD
- Niazmand, E
- Menasalvas, E
- Vidal, ME
Information Fusion - 1/12/2024
10.1016/j.inffus.2024.102557 View at source
- ISSN 15662535
A lung cancer diagnosis and treatment dataset with geno- and phenotypical characteristics of the patient
- Rios-Sanchez, Belen
- Vigueras, Guillermo
- Garcia, Aaron
- Gomez-Bravo, Daniel
- Menasalvas, Ernestina
- Torrente, Maria
- Parejo, Consuelo
- Aisopos, Fotis
- Vogiatzis, Dimitrios
- Purohit, Disha
- Provencio, Mariano
- Vidal, Maria-Esther
- Rodriguez-Gonzalez, Alejandro
Data In Brief - 1/12/2024
- ISSN 23523409
NSSC: a neuro-symbolic AI system for enhancing accuracy of named entity recognition and linking from oncologic clinical notes
- García-Barragán Á
- Sakor A
- Vidal ME
- Menasalvas E
- Gonzalez JCS
- Provencio M
- Robles V
Medical & Biological Engineering & Computing - 1/11/2024
10.1007/s11517-024-03227-4 View at source
- ISSN 01400118
- iMarina
- iMarina
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
- ISSN 20770383
- iMarina
GPT for medical entity recognition in Spanish
- García-Barragán Á
- González Calatayud A
- Solarte-Pabón O
- Provencio M
- Menasalvas E
- Robles V
Multimedia Tools And Applications - 1/1/2024
10.1007/s11042-024-19209-5 View at source
- ISSN 13807501
From Web to RheumaLpack: Creating a Linguistic Corpus for Exploitation and Knowledge Discovery in Rheumatology
- A Madrid-García
- B Merino-Barbancho
- D Freites-Núñez
Medrxiv - 1/1/2024
- iMarina
Transformers for extracting breast cancer information from Spanish clinical narratives
- Solarte-Pabón O
- Montenegro O
- García-Barragán A
- Torrente M
- Provencio M
- Menasalvas E
- Robles V
Artificial Intelligence In Medicine - 1/9/2023
10.1016/j.artmed.2023.102625 View at source
- ISSN 09333657
Step-forward structuring disease phenotypic entities with LLMs for disease understanding
- Á García-Barragán
- AG Calatayud
- L Prieto-Santamaría
- V Robles
1/1/2024
- iMarina
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
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
https://doi.org/10.1007/978-3-642-27737-5_260 View at source
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
Recognition of Formal and Non-Formal Training in Data Science
The Elements Of Big Data Value: Foundations Of The Research And Innovation Ecosystem (p. 311-332) - 1/1/2021
10.1007/978-3-030-68176-0_13 View at source
- ISBN 9783030681753
Use Cases and Applications
- Demchenko, Y.
- Comminiello, L.
- Wiktorski, T.
- Cuadrado-Gallego, J.J.
- Chertov, O.
- Menasalvas, E.
- Moreno, A.M.
- 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 View at source
- 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
IASIS and BigMedilytics: Towards personalized medicine in europe
- Menasalvas, Ernestina
- Rodríguez González, Alejandro
- Gonzalo Martín, Consuelo
- Zanin, Massimiliano
- Tuñas, Juan Manuel
- Provencio Pulla, Mariano
- Torrente, Maria
- Franco Pérez, Fernando Fabio
- Calvo de Juan, V
- Nuñez, Beatriz
Xviii Conferencia De La Asociación Española Para La Inteligencia Artificial (Caepia 2018) 23-26 De Octubre De 2018 Granada, España (p. 1241-1245) - 1/1/2018
- iMarina
Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers
- Ortiz Toro, Cesar A
- Gonzalo Martin, Consuelo
- Garcia Pedrero, Angel
- Rodriguez Gonzalez, Alejandro
- Menasalvas, Ernestina
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
Comparison of ConvNeXt and Vision-Language Models for Breast Density Assessment in Screening Mammography
- Molina-Roman Y
- Gomez-Ortiz D
- Menasalvas-Ruiz E
- Gerardo Tamez-Pena J
- Santos-Diaz A
Proceedings Of The Ieee Symposium On Computer-Based Medical Systems (p. 636-641) - 1/1/2025
10.1109/cbms65348.2025.00132 View at source
- ISSN 10637125
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 View at source
- 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 View at source
- ISSN 23729198
Clustering-based Pattern Discovery in Lung Cancer Treatments
- Gomez-Bravo D
- Garcia A
- Vigueras G
- Rios-Sanchez B
- Perez-Garcia A
- Ospina V
- Torrente M
- Menasalvas E
- Provencio M
- Rodriguez-Gonzalez A
Proc Ieee Int Symp Comput Based Med Syst (p. 694-699) - 22/6/2023
10.1109/cbms58004.2023.00302 View at source
- ISSN 10637125
- iMarina
- iMarina
The CLARIFY digital decision support platform: An artificial intelligence tool for exploring multidimensional cancer data.
- Torrente, Maria
- Menasalvas, Ernestina
- Sousa, Pedro Da Costa
- Provencio, Mariano
Journal Of Clinical Oncology - 1/6/2023
- ISSN 0732183X
- iMarina
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 View at source
- ISSN 00034967
THE GREAT QUIZ OF DATABASES
- Antonio Jesús Díaz-Honrubia
- Lucía Prieto Santamaría
- Alejandro Rodríguez‐González
- Ernestina Menasalvas
- Luis Mengual
- Covadonga Fernández-Baizán
13th International Technology, Education And Development Conference (Inted2019) - 27/3/2023
10.21125/inted.2023.0408 View at source
- ISSN 23401079
- iMarina
- iMarina
Structuring Breast Cancer Spanish Electronic Health Records Using Deep Learning
- Garcia-Barragan A
- Solarte-Pabon O
- Nedostup G
- Provencio M
- Menasalvas E
- Robles V
Proc Ieee Int Symp Comput Based Med Syst (p. 404-409) - 1/1/2023
10.1109/cbms58004.2023.00252 View at source
- ISSN 10637125
Federated learning for describing COVID-19 patients and hospital outcomes: An unCoVer analysis
- Penalvo, J L
- Mertens, E
- Cottam, J
- Berrozpe-Maldonado, V
- Fernandez-Lobon, D
- Solarte-Pabon, O
- Menasalvas, E
European Journal Of Public Health - 1/10/2022
- ISSN 11011262
- iMarina
Deep learning to extract Breast Cancer diagnosis concepts
- Solarte-Pabon O
- Torrente M
- Garcia-Barragan A
- Provencio M
- Menasalvas E
- Robles V
Proceedings Of The Ieee Symposium On Computer-Based Medical Systems (p. 13-18) - 1/1/2022
10.1109/cbms55023.2022.00010 View at source
- ISSN 10637125
This researcher has no working papers.
This researcher has no technical reports.
Innovaciones en codificación de vídeo usando tecnologías inteligentes
- 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)
- García NA, David (Participante)
- Wan NA, Xiangyu (Miembro del equipo de trabajo)
Period: 01-09-2025 - 31-08-2028
Type of funding: National
Amount of funding: 138125,00 Euros.
- iMarina
MIDAS. DESArrollo Formal de sistemas y servicios beneficiosos para la sOciedad
- MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))
Period: 01-01-2025 - 31-12-2028
Type of funding: Regional
Amount of funding: 0,00 Euros.
- iMarina
Leading Europe¿s Advanced Digital Skills to 2030
- Moreno Sánchez-Capuchino, Ana María (Participante)
- MENASALVAS RUIZ, ERNESTINA (Participante)
Period: 01-09-2024 - 31-08-2028
Type of funding: International
Amount of funding: 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))
Period: 22-05-2024 - 30-06-2026
Type of funding: National
Amount of funding: 41330569,00 Euros.
- iMarina
IMPARTIR FORMACIÓN A TRABAJADORES DE CABIFY: CURSO FUNDAMENTOS BD
- MENASALVAS RUIZ, ERNESTINA (Colaborador/a)
- RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
- Prieto Santamaria, Lucia (Colaborador/a)
- DIAZ HONRUBIA, ANTONIO JESUS (Colaborador/a)
Period: 22-10-2024 - 31-10-2024
Type of funding: Internal
Amount of funding: 0,00 Euros.
- iMarina
TechConnect: Assessing and Strengthening Human-Tech Skill Complementarity in the Digital Landscape
- MENASALVAS RUIZ, ERNESTINA (Participante)
Period: 01-10-2024 - 30-09-2027
- iMarina
Extracción, aLmacenamiento y Análisis de Datos con Alto Impacto Socia
- SOLERA NAVARRO, ENRIQUE (Miembro del equipo de trabajo)
- GARCIA BARRAGAN, ALVARO (Miembro del equipo de trabajo)
- MORENO PERDOMO, DELIA AMINTA (Miembro del equipo de trabajo)
- GOMEZ ORTIZ, DAVID (Miembro del equipo de trabajo)
- ARTIÑANO MUÑOZ, RAFAEL (Miembro del equipo de trabajo)
- CAÑETE SIFUENTES, LEONARDO MAURICIO (Miembro del equipo de trabajo)
- MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))
- RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
- Imbert Paredes, Ricardo (Participante)
- CARACA-VALENTE HERNANDEZ, JUAN PEDRO (Participante)
- PEREZ PEREZ, AURORA (Participante)
- RIOS SANCHEZ, BELEN (Participante)
- HERRERO MARTIN, MARIA PILAR (Participante)
- Moreno Sánchez-Capuchino, Ana María (Participante)
- ROBLES FORCADA, VICTOR (Participante)
- VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
- SWOBODA, NIKOLAUS GUYON (Participante)
- COLOMO PALACIOS, Ricardo (Participante)
- GARCIA SAEZ, GEMA (Participante)
- HIDALGO NUCHERA, ANTONIO (Participante)
- PESCADOR DEL OSO, FERNANDO (Participante)
- Hernando Pérez, María Elena (Participante)
- DIAZ HONRUBIA, ANTONIO JESUS (Participante)
- GOMEZ AGUILERA, ENRIQUE JAVIER (Participante)
- Fernández Baizán, María Covadonga (Participante)
Period: 01-01-2023 - 30-06-2025
Type of funding: National
- iMarina
Understanding Lung Cancer related risk factors and their Impact
- RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
- 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)
Period: 01-01-2023 - 31-12-2026
Type of funding: International
Amount of funding: 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)
Period: 01-09-2022 - 31-08-2025
Type of funding: National
- iMarina
Hipótesis de reposicionamiento de fármacos basadas en datos
- 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)
- MENASALVAS RUIZ, ERNESTINA (Participante)
Period: 01-12-2022 - 30-11-2024
Type of funding: National
Amount of funding: 80730,00 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
Algoritmos de segmentación semántica para anotación de imágenes
- GONZALO MARTIN, CONSUELO (Director)
- MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: ORTIZ TORO, César Antonio
1/1/2019
- iMarina
Desarrollo e implantación de herramientas para el registro y análisis de datos y el soporte a la decisión como base para la medicina de precisión en oncología
- MENASALVAS RUIZ, ERNESTINA (Autor o Coautor)
- Provencio Pulla, Mariano (Codirector)
1/1/2019
- 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
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
Research groups
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Minería de Datos y Simulación (MIDAS)
Role: Investigador Principal
Researcher profiles
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ORCID
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Publons
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Scopus Author ID
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Dialnet id