Ernestina Menasalvas

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 40

Top Topics

Top Venues

Brain Informatics and Health

Publications

Anastasia Krithara, Fotis Aisopos, Vassiliki Rentoumi, Anastasios Nentidis, Konstantinos Bougiatiotis, Maria-Esther Vidal, Ernestina Menasalvas, Alejandro Rodríguez González, Eleftherios Samaras, Peter Garrard, Maria Torrente, Mariano Provencio Pulla, Nikos Dimakopoulos, Rui Mauricio, Jordi Rambla De Argila, Gian Gaetano Tartaglia, George Paliouras
iASiS: Towards Heterogeneous Big Data Analysis for Personalized Medicine. CoRR (2024)
Alvaro Garcia-Barragán, Alberto González Calatayud, Lucía Prieto Santamaría, Víctor Robles, Ernestina Menasalvas, Alejandro Rodríguez
Step-forward structuring disease phenotypic entities with LLMs for disease understanding. CBMS (2024)
Esteban Ricardo Salazar Cabrera, Alejandro Santos-Díaz, Ernestina Menasalvas, José Gerardo Tamez Pena, Victor Robles
Named Entity Recognition in Mammography Radiology Reports using a Multilingual Transfer Learning Approach. CBMS (2024)
Antonio Jesús Díaz-Honrubia, Philipp D. Rohde, Emetis Niazmand, Ernestina Menasalvas, Maria-Esther Vidal
PALADIN: A process-based constraint language for data validation. Inf. Fusion 112 (2024)
Leonardo Cañete-Sifuentes, Victor Robles, Ernestina Menasalvas, Raúl Monroy Borja
Comparing Automated Machine Learning Against an Off-the-Shelf Pattern-Based Classifier in a Class Imbalance Problem: Predicting University Dropout. IEEE Access 11 (2023)
Oswaldo Solarte Pabón, Orlando Montenegro, Alvaro Garcia-Barragán, Maria Torrente, Mariano Provencio, Ernestina Menasalvas, Víctor Robles
Transformers for extracting breast cancer information from Spanish clinical narratives. Artif. Intell. Medicine 143 (2023)
Daniel Gómez-Bravo, Aaron García, Guillermo Vigueras, Belén Ríos-Sánchez, Alejandra Pérez-García, Vanessa Ospina, María Torrente, Ernestina Menasalvas, Mariano Provencio, Alejandro Rodríguez González
Clustering-based Pattern Discovery in Lung Cancer Treatments. CBMS (2023)
Fotis Aisopos, Samaneh Jozashoori, Emetis Niazmand, Disha Purohit, Ariam Rivas, Ahmad Sakor, Enrique Iglesias, Dimitrios Vogiatzis, Ernestina Menasalvas, Alejandro Rodríguez González, Guillermo Vigueras, Daniel Gómez-Bravo, Maria Torrente, Roberto Hernández López, Mariano Provencio Pulla, Athanasios Dalianis, Anna Triantafillou, Georgios Paliouras, Maria-Esther Vidal
Knowledge graphs for enhancing transparency in health data ecosystems. Semantic Web 14 (5) (2023)
Alvaro Garcia-Barragán, Oswaldo Solarte Pabón, Georgiy Nedostup, Mariano Provencio, Ernestina Menasalvas, Victor Robles
Structuring Breast Cancer Spanish Electronic Health Records Using Deep Learning. CBMS (2023)
Oswaldo Solarte Pabón, Maria Torrente, Alvaro Garcia-Barragán, Mariano Provencio, Ernestina Menasalvas, Victor Robles
Deep learning to extract Breast Cancer diagnosis concepts. CBMS (2022)
Daniel Gómez-Bravo, Aaron García, Guillermo Vigueras, Belén Ríos-Sánchez, Belén Otero, Roberto Hernández, María Torrente, Ernestina Menasalvas, Mariano Provencio, Alejandro Rodríguez González
Subgroup Discovery Analysis of Treatment Patterns in Lung Cancer Patients. CBMS (2022)
Oswaldo Solarte Pabón, Orlando Montenegro, Maria Torrente, Alejandro Rodríguez González, Mariano Provencio, Ernestina Menasalvas
Negation and uncertainty detection in clinical texts written in Spanish: a deep learning-based approach. PeerJ Comput. Sci. 8 (2022)
Adrianna Janik, Maria Torrente, Luca Costabello, Virginia Calvo, Brian Walsh, Carlos Camps, Sameh K. Mohamed, Ana L. Ortega, Vít Novácek, Bartomeu Massutí, Pasquale Minervini, M. Rosario Garcia Campelo, Edel del Barco, Joaquim Bosch-Barrera, Ernestina Menasalvas, Mohan Timilsina, Mariano Provencio
Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients. CoRR (2022)
Arturo Redondo, Belén Ríos-Sánchez, Guillermo Vigueras, Belén Otero, Roberto Hernández, Maria Torrente, Ernestina Menasalvas, Mariano Provencio, Alejandro Rodríguez González
Towards Treatment Patterns Validation in Lung Cancer Patients. DSAA (2021)
Oswaldo Solarte Pabón, Orlando Montenegro, Alberto Blázquez-Herranz, Hadi Saputro, Alejandro Rodríguez González, Ernestina Menasalvas
Information Extraction from Spanish Radiology Reports using multilingual BERT. CLEF (Working Notes) (2021)
Oswaldo Solarte Pabón, Alberto Blázquez-Herranz, Maria Torrente, Alejandro Rodríguez González, Mariano Provencio, Ernestina Menasalvas
Extracting Cancer Treatments from Clinical Text written in Spanish: A Deep Learning Approach. DSAA (2021)
Rodrigo Madurga, Noemí García-Romero, Beatriz Jiménez, Ana Collazo, Francisco Pérez-Rodríguez, Aurelio Hernández-Laín, Carlos Fernández-Carballal, Ricardo Prat-Acín, Massimiliano Zanin, Ernestina Menasalvas, Ángel Ayuso-Sacido
Normal tissue content impact on the GBM molecular classification. Briefings Bioinform. 22 (3) (2021)
Massimiliano Zanin, Ernestina Menasalvas, Alejandro Rodríguez González, Pavel Smrz
An Analytics Toolbox for Cyber-Physical Systems Data Analysis: Requirements and Challenges. MIPRO (2020)
Oswaldo Solarte Pabón, Maria Torrente, Alejandro Rodríguez González, Mariano Provencio, Ernestina Menasalvas, Juan Manuel Tuñas
Lung Cancer Diagnosis Extraction from Clinical Notes Written in Spanish. CBMS (2020)
Ayan Seal, Angel García-Pedrero, Debotosh Bhattacharjee, Mita Nasipuri, Mario Lillo-Saavedra, Ernestina Menasalvas, Consuelo Gonzalo-Martín
Multi-scale RoIs selection for classifying multi-spectral images. Multidimens. Syst. Signal Process. 31 (2) (2020)
Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Maria Torrente, Beatriz Nuñez García, Juan Luis Cruz Bermudez, Mariano Provencio, Ernestina Menasalvas
Reconstructing the patient's natural history from electronic health records. Artif. Intell. Medicine 105 (2020)
Oswaldo Solarte Pabón, Ernestina Menasalvas, Alejandro Rodríguez González
Spa-neg: An Approach for Negation Detection in Clinical Text Written in Spanish. IWBBIO (2020)
Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Beatriz Nuñez García, Virginia Calvo, Juan Luis Cruz Bermudez, Mariano Provencio, Ernestina Menasalvas
Recognition of Time Expressions in Spanish Electronic Health Records. CBMS (2019)
Andreas Philipp Hassler, Ernestina Menasalvas, Francisco Jose Garcia-Garcia, Leocadio Rodríguez-Mañas, Andreas Holzinger
Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Anastasia Krithara, Fotis Aisopos, Vassiliki Rentoumi, Anastasios Nentidis, Konstantinos Bougiatiotis, Maria-Esther Vidal, Ernestina Menasalvas, Alejandro Rodríguez González, Eleftherios Samaras, Peter Garrard, Maria Torrente, Mariano Provencio Pulla, Nikos Dimakopoulos, Rui Mauricio, Jordi Rambla De Argila, Gian Gaetano Tartaglia, George Paliouras
iASiS: Towards Heterogeneous Big Data Analysis for Personalized Medicine. CBMS (2019)
Ana Correia, Christian Wolff, Massimiliano Zanin, Ernestina Menasalvas, Elisa A. Herrmann, Victor Corral, Miriam Kachelmann, Rance DeLong, Pavel Smrz
Cross-CPP - An Ecosystem for Provisioning, Consolidating, and Analysing Big Data from Cyber-Physical Products. CPSS@IOT (2019)
Ernestina Menasalvas, Ana María Moreno, Nik Swoboda
A Proposal for Recognizing Skills in Data Science Using Open Badges. ITiCSE (2019)
Marjan Najafabadipour, Juan Manuel Tuñas, Alejandro Rodríguez González, Ernestina Menasalvas
Analysis of Electronic Health Records to Identify the Patient's Treatment Lines: Challenges and Opportunities. SGAI Conf. (2019)
Marjan Najafabadipour, Juan Manuel Tuñas, Alejandro Rodríguez González, Ernestina Menasalvas
Lung Cancer Concept Annotation from Spanish Clinical Narratives. CoRR (2018)
Massimiliano Zanin, Ernestina Menasalvas, Xiaoqian Sun, Sebastian Wandelt
From the Difference of Structures to the Structure of the Difference. Complex. 2018 (2018)
Alejandro Rodríguez González, Consuelo Gonzalo, Ernestina Menasalvas
Mining Electronic Health Records: Challenges and Impact. SITIS (2018)
Marjan Najafabadipour, Juan Manuel Tuñas, Alejandro Rodríguez González, Ernestina Menasalvas
Lung Cancer Concept Annotation from Spanish Clinical Narratives. DILS (2018)
Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín, Ernestina Menasalvas
À-trous wavelet transform-based hybrid image fusion for face recognition using region classifiers. Expert Syst. J. Knowl. Eng. 35 (6) (2018)
Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín, Ernestina Menasalvas
Fusion of Visible and Thermal Images Using a Directed Search Method for Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 31 (4) (2017)
Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Angel García-Pedrero, Octavio Lagos, Ernestina Menasalvas
Daily Evapotranspiration Mapping Using Regression Random Forest Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (12) (2017)
César Antonio Ortiz Toro, Consuelo Gonzalo-Martín, Angel García-Pedrero, Alejandro Rodríguez González, Ernestina Menasalvas
Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers. PACBB (2017)
Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Ernestina Menasalvas, David Fonseca-Luengo, Angel García-Pedrero, Roberto Costumero
Local optimal scale in a hierarchical segmentation method for satellite images - An OBIA approach for the agricultural landscape. J. Intell. Inf. Syst. 46 (3) (2016)
Ernestina Menasalvas, Alejandro Rodríguez González, Roberto Costumero, Hector Ambit, Consuelo Gonzalo
Clinical Narrative Analytics Challenges. IJCRS (2016)
Massimiliano Zanin, David Papo, Pedro A. C. Sousa, Ernestina Menasalvas, Andrea Nicchi, Elaine Kubik, Stefano Boccaletti
Combining complex networks and data mining: why and how. CoRR (2016)
Miguel Ángel Abad, João Bártolo Gomes, Ernestina Menasalvas
Predicting recurring concepts on data-streams by means of a meta-model and a fuzzy similarity function. Expert Syst. Appl. 46 (2016)
Miguel Ángel Abad, Ernestina Menasalvas
Recurrent drifts: Aapplying fuzzy logic to concept similarity function. FedCSIS (2015)
César Antonio Ortiz, Consuelo Gonzalo-Martín, José María Peña Sánchez, Ernestina Menasalvas
3D Dendrite Spine Detection - A Supervoxel Based Approach. RSEISP (2014)
Roberto Costumero, Federico López, Consuelo Gonzalo-Martín, Marta Millán, Ernestina Menasalvas
An Approach to Detect Negation on Medical Documents in Spanish. Brain Informatics and Health (2014)
Roberto Costumero, Consuelo Gonzalo-Martín, Ernestina Menasalvas
TIDA: A Spanish EHR Semantic Search Engine. PACBB (2014)
Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín, Ernestina Menasalvas
Histogram of Bunched Intensity Values Based Thermal Face Recognition. RSEISP (2014)
Roberto Costumero, Angel García-Pedrero, Consuelo Gonzalo-Martín, Ernestina Menasalvas, Socorro Millán
Text Analysis and Information Extraction from Spanish Written Documents. Brain Informatics and Health (2014)
Javier Solana, César Cáceres, Alberto García-Molina, Paloma Chausa, Eloy Opisso, Teresa Roig-Rovira, Ernestina Menasalvas, José M. Tormos-Muñoz, Enrique J. Gómez
Intelligent Therapy Assistant (ITA) for cognitive rehabilitation in patients with acquired brain injury. BMC Medical Informatics Decis. Mak. 14 (2014)
David Fonseca-Luengo, Angel García-Pedrero, Mario Lillo-Saavedra, Roberto Costumero, Ernestina Menasalvas, Consuelo Gonzalo-Martín
Optimal Scale in a Hierarchical Segmentation Method for Satellite Images. RSEISP (2014)
João Bártolo Gomes, Ernestina Menasalvas, Pedro A. C. Sousa
CALDS: context-aware learning from data streams. StreamKDD@KDD (2010)
Ernestina Menasalvas, Socorro Millán, José M. Peña, Michael Hadjimichael, Oscar Marbán
Subsessions: a granular approach to click path analysis. FUZZ-IEEE (2002)
Covadonga Fernández, Juan F. Martínez, Anita Wasilewska, Mike Hadjimichael, Ernestina Menasalvas
Data mining - a semantic model. FUZZ-IEEE (2002)