Mariano Provencio

25 papers B 11Misc 2Journal 12

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`	Large language model vs. traditional machine learning: Evaluating predictive models for early detection of tumor relapse. Expert Syst. Appl. Mohan Timilsina, Samuele Buosi, Maria Torrente, Mariano Provencio, Manuel Cobo, Delvys Rodriguez Abreu, Rafael Castro, Enric Carcereny, Edward Curry, Vít Novácek
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
2024	J	`jnl`	Boosting predictive models and augmenting patient data with relevant genomic and pathway information. Comput. Biol. Medicine Samuele Buosi, Mohan Timilsina, Maria Torrente, Mariano Provencio, Dirk Fey, Vít Novácek
2024	J	`jnl`	Machine learning estimated probability of relapse in early-stage non-small-cell lung cancer patients with aneuploidy imputation scores and knowledge graph embeddings. Expert Syst. Appl. Samuele Buosi, Mohan Timilsina, Adrianna Janik, Luca Costabello, Maria Torrente, Mariano Provencio, Dirk Fey, Vít Novácek
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	B	`conf`	Machine Learning Survival Models for Relapse Prediction in a Early Stage Lung Cancer Patient. IJCNN Mohan Timilsina, Samuele Buosi, Adrianna Janik, Pasquale Minervini, Luca Costabello, Maria Torrente, Mariano Provencio, Virginia Calvo, Carlos Camps, Ana L. Ortega, Bartomeu Massutí, M. Rosario Garcia Campelo, Edel del Barco, Joaquim Bosch-Barrera, Vít Novácek
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`	Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer. J. Biomed. Informatics Mohan Timilsina, Dirk Fey, Samuele Buosi, Adrianna Janik, Luca Costabello, Enric Carcereny, Delvys Rodriguez Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Pasquale Minervini, Maria Torrente, Mariano Provencio, Vít Novácek
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	Misc	`conf`	Integration of Clinical Information and Imputed Aneuploidy Scores to Enhance Relapse Prediction in Early Stage Lung Cancer Patients. AMIA Mohan Timilsina, Samuele Bousi, Dirk Fey, Adrianna Janik, Maria Torrente, Mariano Provencio, Alberto Bermúdez, Enric Carcereny, Luca Costabello, Delvys Rodriguez Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Maria Guirado, Pasquale Minervini, Vít Novácek
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	Misc	`conf`	On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer. AMIA Sameh K. Mohamed, Brian Walsh, Mohan Timilsina, Vít Novácek, Maria Torrente, Fabio Franco, Mariano Provencio, Adrianna Janik, Luca Costabello, Pontus Stenetorp, Pasquale Minervini
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	B	`conf`	A Data-Driven Approach for Analyzing Healthcare Services Extracted from Clinical Records. CBMS Manuel Scurti, Ernestina Menasalvas Ruiz, Maria-Esther Vidal, Maria Torrente, Dimitrios Vogiatzis, George Paliouras, Mariano Provencio, Alejandro Rodríguez González
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`	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
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
2018	J	`jnl`	IASIS and BigMedilytics: Towards personalized medicine in Europe. CoRR Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Massimiliano Zanin, Juan Manuel Tuñas, Mariano Provencio, Maria Torrente, Fabio Franco, Virginia Calvo, Beatriz Nuñez
2018	J	`jnl`	Profiling Lung Cancer Patients Using Electronic Health Records. J. Medical Syst. Ernestina Menasalvas Ruiz, Juan Manuel Tuñas, Guzmán Bermejo, Consuelo Gonzalo-Martín, Alejandro Rodríguez González, Massimiliano Zanin, Cristina Gonzalez de Pedro, Marta Mendez, Olga Zaretskaia, Jesús Rey, Consuelo Parejo, Juan Luis Cruz-Bermúdez, Mariano Provencio
2017	B	`conf`	OncoCall: Analyzing the Outcomes of the Oncology Telephone Patient Assistance. CBMS Ernestina Menasalvas Ruiz, Consuelo Gonzalo, Juan Manuel Tuñas, Alejandro Rodríguez González, Mariano Provencio, Cristina Gonzalez de Pedro, Marta Mendez, Olga Zaretskaia, Juan Luis Cruz, Jesús Rey, Consuelo Parejo