Ernestina Menasalvas

60 papers B 14C 1Misc 2Journal 22Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GPT for medical entity recognition in Spanish. Multim. Tools Appl. Alvaro Garcia-Barragán, Alberto González Calatayud, Oswaldo Solarte Pabón, Mariano Provencio, Ernestina Menasalvas, Víctor Robles
2025	J	`jnl`	NSSC: a neuro-symbolic AI system for enhancing accuracy of named entity recognition and linking from oncologic clinical notes. Medical Biol. Eng. Comput. Alvaro Garcia-Barragán, Ahmad Sakor, Maria-Esther Vidal, Ernestina Menasalvas, Juan Cristobal Sanchez Gonzalez, Mariano Provencio, Víctor Robles
2025	—	`conf`	Using ChatGPT to Structure Phenotypical Entities from Disease Texts. MedInfo Marcel Luis Palacios-Jaén, Lucía Prieto Santamaría, Ernestina Menasalvas, Alejandro Rodríguez González
2024	B	`conf`	Named Entity Recognition in Mammography Radiology Reports using a Multilingual Transfer Learning Approach. CBMS Esteban Ricardo Salazar Cabrera, Alejandro Santos-Díaz, Ernestina Menasalvas, José Gerardo Tamez-Peña, Victor Robles
2024	J	`jnl`	PALADIN: A process-based constraint language for data validation. Inf. Fusion Antonio Jesús Díaz-Honrubia, Philipp D. Rohde, Emetis Niazmand, Ernestina Menasalvas, Maria-Esther Vidal
2024	B	`conf`	Step-forward structuring disease phenotypic entities with LLMs for disease understanding. CBMS Alvaro Garcia-Barragán, Alberto González Calatayud, Lucía Prieto Santamaría, Víctor Robles, Ernestina Menasalvas, Alejandro Rodríguez
2024	J	`jnl`	iASiS: Towards Heterogeneous Big Data Analysis for Personalized Medicine. CoRR 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
2023	B	`conf`	Clustering-based Pattern Discovery in Lung Cancer Treatments. CBMS Daniel Gómez-Bravo, Aaron García, Guillermo Vigueras, Belén Ríos-Sánchez, Alejandra Pérez-García, Vanessa Ospina, María Torrente, Ernestina Menasalvas, Mariano Provencio, Alejandro Rodríguez González
2023	J	`jnl`	Comparing Automated Machine Learning Against an Off-the-Shelf Pattern-Based Classifier in a Class Imbalance Problem: Predicting University Dropout. IEEE Access Leonardo Cañete-Sifuentes, Victor Robles, Ernestina Menasalvas, Raúl Monroy Borja
2023	J	`jnl`	Knowledge graphs for enhancing transparency in health data ecosystems. Semantic Web 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
2023	B	`conf`	Structuring Breast Cancer Spanish Electronic Health Records Using Deep Learning. CBMS Alvaro Garcia-Barragán, Oswaldo Solarte Pabón, Georgiy Nedostup, Mariano Provencio, Ernestina Menasalvas, Victor Robles
2023	J	`jnl`	Transformers for extracting breast cancer information from Spanish clinical narratives. Artif. Intell. Medicine Oswaldo Solarte Pabón, Orlando Montenegro, Alvaro Garcia-Barragán, Maria Torrente, Mariano Provencio, Ernestina Menasalvas, Víctor Robles
2022	B	`conf`	Deep learning to extract Breast Cancer diagnosis concepts. CBMS Oswaldo Solarte Pabón, Maria Torrente, Alvaro Garcia-Barragán, Mariano Provencio, Ernestina Menasalvas, Victor Robles
2022	J	`jnl`	Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients. CoRR 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
2022	J	`jnl`	Negation and uncertainty detection in clinical texts written in Spanish: a deep learning-based approach. PeerJ Comput. Sci. Oswaldo Solarte Pabón, Orlando Montenegro, Maria Torrente, Alejandro Rodríguez González, Mariano Provencio, Ernestina Menasalvas
2022	B	`conf`	Subgroup Discovery Analysis of Treatment Patterns in Lung Cancer Patients. CBMS Daniel Gómez-Bravo, Aaron García, Guillermo Vigueras, Belén Ríos-Sánchez, Belén Otero, Roberto Hernández López, María Torrente, Ernestina Menasalvas, Mariano Provencio, Alejandro Rodríguez González
2021	B	`conf`	Extracting Cancer Treatments from Clinical Text written in Spanish: A Deep Learning Approach. DSAA Oswaldo Solarte Pabón, Alberto Blázquez-Herranz, Maria Torrente, Alejandro Rodríguez González, Mariano Provencio, Ernestina Menasalvas
2021	—	`conf`	Information Extraction from Spanish Radiology Reports using multilingual BERT. CLEF (Working Notes) Oswaldo Solarte Pabón, Orlando Montenegro, Alberto Blázquez-Herranz, Hadi Saputro, Alejandro Rodríguez González, Ernestina Menasalvas
2021	J	`jnl`	Normal tissue content impact on the GBM molecular classification. Briefings Bioinform. 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
2021	B	`conf`	Towards Treatment Patterns Validation in Lung Cancer Patients. DSAA Arturo Redondo, Belén Ríos-Sánchez, Guillermo Vigueras, Belén Otero, Roberto Hernández López, Maria Torrente, Ernestina Menasalvas, Mariano Provencio, Alejandro Rodríguez González
2020	—	`conf`	An Analytics Toolbox for Cyber-Physical Systems Data Analysis: Requirements and Challenges. MIPRO Massimiliano Zanin, Ernestina Menasalvas, Alejandro Rodríguez González, Pavel Smrz
2020	B	`conf`	Lung Cancer Diagnosis Extraction from Clinical Notes Written in Spanish. CBMS Oswaldo Solarte Pabón, Maria Torrente, Alejandro Rodríguez González, Mariano Provencio, Ernestina Menasalvas, Juan Manuel Tuñas
2020	J	`jnl`	Multi-scale RoIs selection for classifying multi-spectral images. Multidimens. Syst. Signal Process. Ayan Seal, Angel García-Pedrero, Debotosh Bhattacharjee, Mita Nasipuri, Mario Lillo-Saavedra, Ernestina Menasalvas, Consuelo Gonzalo-Martín
2020	J	`jnl`	Reconstructing the patient's natural history from electronic health records. Artif. Intell. Medicine Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Maria Torrente, Beatriz Nuñez García, Juan Luis Cruz-Bermúdez, Mariano Provencio, Ernestina Menasalvas
2020	—	`conf`	Spa-neg: An Approach for Negation Detection in Clinical Text Written in Spanish. IWBBIO Oswaldo Solarte Pabón, Ernestina Menasalvas, Alejandro Rodríguez González
2019	B	`conf`	A Proposal for Recognizing Skills in Data Science Using Open Badges. ITiCSE Ernestina Menasalvas, Ana María Moreno, Nik Swoboda
2019	—	`conf`	Analysis of Electronic Health Records to Identify the Patient's Treatment Lines: Challenges and Opportunities. SGAI Conf. Marjan Najafabadipour, Juan Manuel Tuñas, Alejandro Rodríguez González, Ernestina Menasalvas
2019	—	`conf`	Cross-CPP - An Ecosystem for Provisioning, Consolidating, and Analysing Big Data from Cyber-Physical Products. CPSS@IOT Ana Correia, Christian Wolff, Massimiliano Zanin, Ernestina Menasalvas, Elisa A. Herrmann, Victor Corral, Miriam Kachelmann, Rance DeLong, Pavel Smrz
2019	—	`ch.`	Data Science in Healthcare: Benefits, Challenges and Opportunities. Data Science for Healthcare Ziawasch Abedjan, Nozha Boujemaa, Stuart Campbell, Patricia Casla, Supriyo Chatterjea, Sergio Consoli, Cristóbal Costa Soria, Paul Czech, Marija Despenic, Chiara Garattini, Dirk Hamelinck, Adrienne Heinrich, Wessel Kraaij, Jacek Kustra, Aizea Lojo, Marga Martin Sanchez, Miguel Angel Mayer, Matteo Melideo, Ernestina Menasalvas, Frank Møller Aarestrup, Elvira Narro Artigot, Milan Petkovic, Diego Reforgiato Recupero, Alejandro Rodríguez González, Gisele Roesems Kerremans, Roland Roller, Mário Romão, Stefan Rüping, Felix Sasaki, Wouter Spek, Nenad Stojanovic, Jack Thoms, Andrejs Vasiljevs, Wilfried Verachtert, Roel Wuyts
2019	J	`jnl`	Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome. BMC Medical Informatics Decis. Mak. Andreas Philipp Hassler, Ernestina Menasalvas, Francisco Jose Garcia-Garcia, Leocadio Rodríguez-Mañas, Andreas Holzinger
2019	B	`conf`	Recognition of Time Expressions in Spanish Electronic Health Records. CBMS Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Beatriz Nuñez García, Virginia Calvo, Juan Luis Cruz-Bermúdez, Mariano Provencio, Ernestina Menasalvas
2019	B	`conf`	iASiS: Towards Heterogeneous Big Data Analysis for Personalized Medicine. CBMS 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
2018	J	`jnl`	From the Difference of Structures to the Structure of the Difference. Complex. Massimiliano Zanin, Ernestina Menasalvas, Xiaoqian Sun, Sebastian Wandelt
2018	—	`conf`	Lung Cancer Concept Annotation from Spanish Clinical Narratives. DILS Marjan Najafabadipour, Juan Manuel Tuñas, Alejandro Rodríguez González, Ernestina Menasalvas
2018	J	`jnl`	Lung Cancer Concept Annotation from Spanish Clinical Narratives. CoRR Marjan Najafabadipour, Juan Manuel Tuñas, Alejandro Rodríguez González, Ernestina Menasalvas
2018	—	`conf`	Mining Electronic Health Records: Challenges and Impact. SITIS Alejandro Rodríguez González, Consuelo Gonzalo, Ernestina Menasalvas
2018	J	`jnl`	À-trous wavelet transform-based hybrid image fusion for face recognition using region classifiers. Expert Syst. J. Knowl. Eng. Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín, Ernestina Menasalvas
2017	J	`jnl`	Daily Evapotranspiration Mapping Using Regression Random Forest Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Angel García-Pedrero, Octavio Lagos, Ernestina Menasalvas
2017	J	`jnl`	Fusion of Visible and Thermal Images Using a Directed Search Method for Face Recognition. Int. J. Pattern Recognit. Artif. Intell. Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín, Ernestina Menasalvas
2017	Misc	`conf`	Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers. PACBB César Antonio Ortiz Toro, Consuelo Gonzalo-Martín, Angel García-Pedrero, Alejandro Rodríguez González, Ernestina Menasalvas
2016	—	`ch.`	Challenges of Medical Text and Image Processing: Machine Learning Approaches. Machine Learning for Health Informatics Ernestina Menasalvas, Consuelo Gonzalo-Martín
2016	—	`conf`	Clinical Narrative Analytics Challenges. IJCRS Ernestina Menasalvas, Alejandro Rodríguez González, Roberto Costumero, Hector Ambit, Consuelo Gonzalo
2016	J	`jnl`	Combining complex networks and data mining: why and how. CoRR Massimiliano Zanin, David Papo, Pedro A. C. Sousa, Ernestina Menasalvas, Andrea Nicchi, Elaine Kubik, Stefano Boccaletti
2016	J	`jnl`	Local optimal scale in a hierarchical segmentation method for satellite images - An OBIA approach for the agricultural landscape. J. Intell. Inf. Syst. Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Ernestina Menasalvas, David Fonseca-Luengo, Angel García-Pedrero, Roberto Costumero
2016	J	`jnl`	Predicting recurring concepts on data-streams by means of a meta-model and a fuzzy similarity function. Expert Syst. Appl. Miguel Ángel Abad, João Bártolo Gomes, Ernestina Menasalvas
2015	C	`conf`	Recurrent drifts: Aapplying fuzzy logic to concept similarity function. FedCSIS Miguel Ángel Abad, Ernestina Menasalvas
2014	—	`conf`	3D Dendrite Spine Detection - A Supervoxel Based Approach. RSEISP César Antonio Ortiz, Consuelo Gonzalo-Martín, José María Peña Sánchez, Ernestina Menasalvas
2014	—	`conf`	An Approach to Detect Negation on Medical Documents in Spanish. Brain Informatics and Health Roberto Costumero, Federico López, Consuelo Gonzalo-Martín, Marta Millán, Ernestina Menasalvas
2014	—	`conf`	Histogram of Bunched Intensity Values Based Thermal Face Recognition. RSEISP Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín, Ernestina Menasalvas
2014	J	`jnl`	Intelligent Therapy Assistant (ITA) for cognitive rehabilitation in patients with acquired brain injury. BMC Medical Informatics Decis. Mak. Javier Solana, César Cáceres, Alberto García-Molina, Paloma Chausa, Eloy Opisso, Teresa Roig-Rovira, Ernestina Menasalvas, Josep María Tormos Muñoz, Enrique J. Gómez
2014	—	`conf`	Optimal Scale in a Hierarchical Segmentation Method for Satellite Images. RSEISP David Fonseca-Luengo, Angel García-Pedrero, Mario Lillo-Saavedra, Roberto Costumero, Ernestina Menasalvas, Consuelo Gonzalo-Martín
2014	Misc	`conf`	TIDA: A Spanish EHR Semantic Search Engine. PACBB Roberto Costumero, Consuelo Gonzalo-Martín, Ernestina Menasalvas
2014	—	`conf`	Text Analysis and Information Extraction from Spanish Written Documents. Brain Informatics and Health Roberto Costumero, Angel García-Pedrero, Consuelo Gonzalo-Martín, Ernestina Menasalvas, Socorro Millán
2012	—	`ed.`	Proceedings of the 1st International Workshop on Sentiment Discovery from Affective Data, SDAD@ECML/PKDD 2012, Bristol, UK, September 28, 2012 SDAD@ECML/PKDD Mohamed Medhat Gaber, Mihaela Cocea, Stephan Weibelzahl, Ernestina Menasalvas, Cyril Labbé
2010	—	`ch.`	A Human-Centric Perspective on Ubiquitous Knowledge Discovery. Ubiquitous Knowledge Discovery Bettina Berendt, Ernestina Menasalvas
2010	—	`conf`	CALDS: context-aware learning from data streams. StreamKDD@KDD João Bártolo Gomes, Ernestina Menasalvas, Pedro A. C. Sousa
2008	—	`ch.`	Research Challenges in Ubiquitous Knowledge Discovery. Next Generation of Data Mining Michael May, Bettina Berendt, Antoine Cornuéjols, João Gama, Fosca Giannotti, Andreas Hotho, Donato Malerba, Ernestina Menasalvas, Katharina Morik, Rasmus Ulslev Pedersen, Lorenza Saitta, Yücel Saygin, Assaf Schuster, Koen Vanhoof
2003	—	`ch.`	Intelligent Web Mining. Intelligent Exploration of the Web Ernestina Menasalvas, Oscar Marbán, Socorro Millán, José M. Peña
2002	B	`conf`	Data mining - a semantic model. FUZZ-IEEE Covadonga Fernández, Juan F. Martínez, Anita Wasilewska, Mike Hadjimichael, Ernestina Menasalvas
2002	B	`conf`	Subsessions: a granular approach to click path analysis. FUZZ-IEEE Ernestina Menasalvas, Socorro Millán, José M. Peña, Michael Hadjimichael, Oscar Marbán