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Author profile at the institutional portal

Menasalvas Ruiz, Ernestina ernestina.menasalvas@upm.es

LENGUAJES Y SISTEMAS INFORMÁTICOS E INGENIERÍA DE SOFTWARE / Universidad Politécnica de Madrid

Publications

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
... View more Collapse

Artificial Intelligence In Medicine - 1/9/2023

10.1016/j.artmed.2023.102625 View at source

  • ISSN 09333657

Understanding the role and adoption of artificial intelligence techniques in rheumatology research: An in-depth review of the literature

  • Madrid-García, A
  • Merino-Barbancho, B
  • Rodríguez-González, A
  • Fernández-Gutiérrez, B
  • Rodríguez-Rodríguez, L
  • Menasalvas-Ruiz, E

Seminars In Arthritis And Rheumatism - 1/8/2023

10.1016/j.semarthrit.2023.152213 View at source

  • ISSN 00490172

Machine Learning-Assisted Recurrence Prediction for Patients With Early-Stage Non-Small-Cell Lung Cancer

  • Janik, A
  • Torrente, M
  • Costabello, L
  • Calvo, V
  • Walsh, B
  • Camps, C
  • Mohamed, SK
  • Ortega, AL
  • Novácek, V
  • Massutí, B
  • Minervini, P
  • Campelo, MRG
  • del Barco, E
  • Bosch-Barrera, J
  • Menasalvas, E
  • Timilsina, M
  • Provencio, M
... View more Collapse

Jco Clinical Cancer Informatics - 1/7/2023

10.1200/cci.22.00062 View at source

  • ISSN 24734276

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 View at source

  • 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 View at source

  • ISSN 21693536

Knowledge graphs for enhancing transparency in health data ecosystems

  • Aisopos, F
  • Jozashoori, S
  • Niazmand, E
  • Purohit, D
  • Rivas, A
  • Sakor, A
  • Iglesias, E
  • Vogiatzis, D
  • Menasalvas, E
  • Gonzalez, AR
  • Vigueras, G
  • Gomez-Bravo, D
  • Torrente, M
  • López, RH
  • Pulla, MP
  • Dalianis, A
  • Triantafillou, A
  • Paliouras, G
  • Vidal, ME
... View more Collapse

Semantic Web (p. 943-976) - 1/1/2023

10.3233/sw-223294 View at source

  • ISSN 22104968

Association of quality of life with performance status, circadian rhythm, and activity level of lung cancer patients using wearable devices as ambulatory monitoring

  • Torrente, M
  • Sousa, PA
  • Franco, F
  • Mensalvas, E
  • Calvo, V
  • Collazo, A
  • Parejo, C
  • Campos, M
  • Pimentao, J
  • Provencio, M
... View more Collapse

Clinical Medicine (p. S36-S37) - 1/7/2022

10.7861/clinmed.22-4-s36 View at source

  • ISSN 14734893

Negation and uncertainty detection in clinical texts written in Spanish: a deep learning-based approach

  • Solarte Pabon, Oswaldo
  • Montenegro, Orlando
  • Torrente, Maria
  • Rodriguez Gonzalez, Alejandro
  • Provencio, Mariano
  • Menasalvas, Ernestina;

Peerj Computer Science - 7/3/2022

10.7717/peerj-cs.913 View at source

  • ISSN 23765992

An Artificial Intelligence-Based Tool for Data Analysis and Prognosis in Cancer Patients: Results from the Clarify Study

  • Torrente, Maria
  • Sousa, Pedro A.
  • Hernandez, Roberto
  • Blanco, Mariola
  • Calvo, Virginia
  • Collazo, Ana
  • Guerreiro, Gracinda R.
  • Nunez, Beatriz
  • Pimentao, Joao
  • Sanchez, Juan Cristobal
  • Campos, Manuel
  • Costabello, Luca
  • Novacek, Vit
  • Menasalvas, Ernestina
  • Vidal, Maria Esther
  • Provencio, Mariano;
... View more Collapse

Cancers - 1/1/2022

10.3390/cancers14164041 View at source

  • ISSN 20726694

A Trusted Platform Module-based, Pre-emptive and Dynamic Asset Discovery Tool

  • Diaz-Honrubia AJ
  • Blázquez Herranz A
  • Prieto Santamaría L
  • Menasalvas Ruiz E
  • Rodríguez-González A
  • Gonzalez-Granadillo G
  • Diaz R
  • Panaousis E
  • Xenakis C
... View more Collapse

Journal Of Information Security And Applications - 1/1/2022

10.1016/j.jisa.2022.103350 View at source

  • ISSN 22142126

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

Methods and Supporting Technologies for Data Analysis, 1st edition

  • Ernestina Menasalvas Ruiz

1/1/2009

  • ISBN 3642021956
  • 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

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
... View more Collapse

Recognition Of Formal And Non-Formal Training In Data Science (p. 63-93) - 1/8/2021

10.1007/978-3-030-68176-0_4 View at source

Recognition of Formal and Non-Formal Training in Data Science

  • Menasalvas E
  • Swoboda N
  • Moreno A
  • Metzger A
  • Rothweiler A
  • Pavlopoulou N
  • Curry E
... View more Collapse

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

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
... View more Collapse

Data Science For Healthcare: Methodologies And Applications (p. 3-38) - 1/1/2019

10.1007/978-3-030-05249-2_1 View at source

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, Virginia
  • Nuñez, Beatriz
... View more Collapse

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

  • César A Ortiz Toro
  • Consuelo Gonzalo Martín
  • Angel Mario García Pedrero
  • Alejandro Rodríguez González
  • Ernestina Menasalvas

11th International Conference On Practical Applications Of Computational Biology & Bioinformatics / Florentino Fernández Riverola (Ed. Lit.) (p. 137-145-145) - 1/1/2017

10.1007/978-3-319-60816-7_17 View at source

Granular model for data mining

  • Wasilewska A
  • Menasalvas E

(p. 1444-1454) - 1/1/2012

10.1007/978-1-4614-1800-9_92 View at source

Research challenge of locally computed ubiquitous data mining

  • Cayci A
  • Gomes J
  • Zanda A
  • Menasalvas E
  • Eibe S

Handbook Of Research On Mobility And Computing: Evolving Technologies And Ubiquitous Impacts (p. 576-594) - 1/12/2011

10.4018/978-1-60960-042-6.ch037 View at source

Anita Wasilewska, Ernestina Menasalvas Ruiz: Data Preprocessing and Data Mining as Generalization.

  • Ernestina Menasalvas Ruiz

1/1/2008

  • iMarina

Erasmus Mundus. Acción 2

  • Marinela García Fernández, Ernestina Menasalvas, José María Peña Sánchez de Rivera

Claves Del Éxito Para Las Universidades Españolas De Una Propuesta De Erasmus Mundus (p. 61-112) - 1/1/2007

  • iMarina

Clustering semi-supervisado sobre datos procedentes de una plataforma e-learning

  • Carlos Ruiz
  • Marta Elena Zorrilla Pantaleón
  • Ernestina Menasalvas
  • Myra Spiliopoulou

Caepia-Ttia 2007: Actas / Coord. Por Daniel Borrajo Millán, Luis Castillo Vidal, Juan Manuel Corchado Rodríguez (p. 191-200-200) - 1/1/2007

  • iMarina

The CLARIFY digital decision support platform: An artificial intelligence tool for exploring multidimensional cancer data.

  • Torrente, M
  • Menasalvas, E
  • Sousa, PD
  • Provencio, M

Journal Of Clinical Oncology - 1/6/2023

  • ISSN 0732183X
  • iMarina

THE GREAT QUIZ OF DATABASES

  • Díaz Honrubia, Antonio Jesús
  • Prieto-Santamaría, Lucía
  • Rodríguez-González, Alejandro
  • Menasalvas-Ruiz, Ernestina
  • Mengual-Galán, Luis
  • Fernández-Baizán, Covadonga

13th International Technology, Education And Development Conference (Inted2019) - 27/3/2023

10.21125/inted.2023.0408 View at source

  • ISSN 23401079

Structuring Breast Cancer Spanish Electronic Health Records Using Deep Learning

  • García-Barragán, A
  • Solarte-Pabón, 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 23729198

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
... View more Collapse

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

Subgroup Discovery Analysis of Treatment Patterns in Lung Cancer Patients

  • Gomez-Bravo D
  • Garcia A
  • Vigueras G
  • Rios-Sanchez B
  • Otero B
  • Hernandez R
  • Torrente M
  • Menasalvas E
  • Provencio M
  • Gonzalez AR
... View more Collapse

Proceedings Of The Ieee Symposium On Computer-Based Medical Systems (p. 422-428) - 1/1/2022

10.1109/cbms55023.2022.00082 View at source

  • ISSN 10637125

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
... View more Collapse

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

  • Torrente, M
  • Franco, F
  • Lorduy, AC
  • Calvo, V
  • Martinez, P
  • Parejo, C
  • Campos, M
  • Alamaida-Pagan, P
  • Rodriguez-Morilla, B
  • Rol, MA
  • Madrid, JA
  • Martinez-Madrid, MJ
  • Cantos, B
  • Maximiano, C
  • Mendez, M
  • Visedo, G
  • Cristina, S
  • Menasalvas, E
  • Sousa, P
  • Pimentao, J
  • Morito, A
  • Provencio, M
... View more Collapse

Journal Of Thoracic Oncology (p. S1130-S1131) - 1/10/2021

  • ISSN 15560864
  • iMarina

A meta-path-based prediction method for disease comorbidities

  • Del Valle EPG
  • Santamaria LP
  • Garcia GL
  • Zanin M
  • Ruiz EM
  • Rodriguez-Gonzalez A

Proceedings Of The Ieee Symposium On Computer-Based Medical Systems (p. 219-224) - 1/1/2021

10.1109/cbms52027.2021.00022 View at source

  • ISSN 10637125

Towards Treatment Patterns Validation in Lung Cancer Patients

  • Redondo A
  • Ríos-Sánchez B
  • Vigueras G
  • Otero B
  • Hernández R
  • Torrente M
  • Menasalvas E
  • Provencio M
  • Rodríguez-González A
... View more Collapse

2021 Ieee 8th International Conference On Data Science And Advanced Analytics, Dsaa 2021 - 1/1/2021

10.1109/dsaa53316.2021.9564176 View at source

This researcher has no working papers.

This researcher has no technical reports.

I&E education of doctoral students

  • LEON SERRANO, GONZALO (Investigador principal (IP))
  • MEZA VALDES, REBECA (Participante)
  • SENRA DIAZ, ARISTIDES (Participante)
  • Moreno Sánchez-Capuchino, Ana María (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • LOPEZ BARRIO, CARLOS ALBERTO (Participante)
  • NAVARRO CARRILLO, ELISA (Participante)
  • TEJERO LOPEZ, ALBERTO (Participante)
  • ELORZA TENREIRO, FCO.JAVIER (Participante)
... View more Collapse

Period: 01-01-2015 - 31-12-2015

Type of funding: International

Amount of funding: 38243,67 Euros.

  • iMarina

Master Data Science

  • PATIÑO MARTINEZ, MARTA (Investigador principal (IP))
  • Moreno Sánchez-Capuchino, Ana María (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • HERRERO MARTIN, MARIA PILAR (Participante)
  • ROBLES FORCADA, VICTOR (Participante)

Period: 01-01-2015 - 31-12-2015

Type of funding: International

Amount of funding: 32036,90 Euros.

  • iMarina

UNIV. CONCEPCION-ESTRUC. INFORMATICA SENT. JUDIC.

  • Consuelo Gonzalo Martin (Investigador principal (IP))
  • MENASALVAS RUIZ, ERNESTINA (Investigador/a)

Period: From 01-05-2014

  • iMarina

Patrimonio Histórico Iberoamericano (PHI) ADENDA 2014

  • MENASALVAS RUIZ, ERNESTINA (Participante)

Period: From 06-03-2014

  • iMarina

HOLOS-REALIZ. ALGORITMOS FUSION IMAGEN

  • Consuelo Gonzalo Martin (Investigador principal (IP))
  • MENASALVAS RUIZ, ERNESTINA (Investigador/a)

Period: From 03-03-2014

  • iMarina

Roadmap for European Technologies in Hardware & Networking for Big Data RETHINK big

  • MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))
  • Peña Sánchez, José María (Participante)
  • GONZALO MARTIN, CONSUELO (Participante)
  • Fernández Baizán, María Covadonga (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)

Period: 01-03-2014 - 29-02-2016

Type of funding: International

Amount of funding: 224700,00 Euros.

  • iMarina

DESARROLLO DE LA PROPUESTA DE UN DOCTORAL TRAINING CENTER (DTC) EN MADRID DEL NODO ESPAÑOL DE LA KNOWLEDGE AND INNOVATION COMMUNITY (KIC) DENOMINADA ICT LABS DEL EUROPEAN INSTITUTE OF TECHNOLOGY

  • MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))

Period: 11-11-2014 - 29-03-2019

Type of funding: Internal

  • iMarina

RETHINK big? RETHINK big: Roadmap for European Technologies in Hardware and Networking for Big Data

  • Ernestina Menasalvas Ruiz (Investigador principal (IP))
  • MENASALVAS RUIZ, ERNESTINA (Investigador/a)

Period: From 10-07-2013

  • iMarina

Water Research Center for Agriculture and Minin

  • Eduardo Holzapfel Hoces
  • Fernando Concha Arcil
  • Roberto Urrutia
  • José Luis Arumí
  • Ricardo Barra
  • Pedro Toledo Ramírez
  • Gladys Vidal Sáez
  • Alex Schwarz Kush (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)
... View more Collapse

Period: 15-10-2013 - 14-10-2018

Type of funding: International

Amount of funding: 900000,00 Euros.

  • iMarina

HBP. HUMAN BRAIN PROJECT. SUBPROYECTO TOOLS FOR STRUCTURAL DATA ANALYSIS

  • Jose M Peña (Investigador principal (IP))
  • ROBLES FORCADA, VICTOR (Investigador/a)

Period: 01-10-2013 - 30-09-2023

  • 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

  • Consuelo Gonzalo Martin (Director)
  • Ernestina Menasalvas (Director) Doctorando: César A Ortiz Toro

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 (Director)
  • Provencio Pulla, Mariano (Director) Doctorando: Cruz Bermúdez, Juan Luis

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

Adapting autonomously classification data mining algorithms for ubiquitous devices.

  • Eibe García, Santiago (Director)
  • MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: ZANDA, Andrea

1/1/2012

  • iMarina

Mejora del autocuidado de pacientes diabéticos en zonas rurales de Panamá a través de tecnologías tic

  • VILLALBA MORA, ELENA (Director)
  • MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: Vargas Lombardo, José Enrique

1/1/2012

  • iMarina

This researcher has no patents or software licenses.

Last data update: 4/9/24 1:13 AM