Pilar López-Úbeda

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 38

Top Topics

Machine Learning

Biomedical Literature

Top Venues

CLEF (Working Notes)

Proces. del Leng. Natural

Publications

Pilar López-Úbeda, Teodoro Martín-Noguerol, Félix Paulano-Godino, Antonio Luna
Comparative evaluation of image-based vs. text-based vs. multimodal AI approaches for automatic breast density assessment in mammograms. Comput. Methods Programs Biomed. 255 (2024)
Pilar López-Úbeda, Teodoro Martín-Noguerol, Carolina Díaz-Angulo, Antonio Luna
Evaluation of large language models performance against humans for summarizing MRI knee radiology reports: A feasibility study. Int. J. Medical Informatics 187 (2024)
Mariia Chizhikova, Pilar López-Úbeda, Jaime Collado-Montañez, Teodoro Martín-Noguerol, Manuel Carlos Díaz-Galiano, Antonio Luna, Luis Alfonso Ureña López, María Teresa Martín Valdivia
CARES: A Corpus for classification of Spanish Radiological reports. Comput. Biol. Medicine 154 (2023)
Mariia Chizhikova, Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín Valdivia
SINAI@SMM4H'22: Transformers for biomedical social media text mining in Spanish. SMM4H@COLING (2022)
Mariia Chizhikova, Jaime Collado-Montañez, Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín Valdivia
SINAI at CLEF 2022: Leveraging biomedical transformers to detect and normalize disease mentions. CLEF (Working Notes) (2022)
Mariia Chizhikova, Jaime Collado-Montañez, Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín-Valdivia
SINAI at LivingNER Shared Task 2022: Species Mention Recognition and Normalization Using Transfer Learning and String Matching Techniques. IberLEF@SEPLN (2022)
Pilar López-Úbeda
Biomedical entities recognition in Spanish combining word embeddings. Proces. del Leng. Natural 68 (2022)
Flor Miriam Plaza del Arco, Ana Belén Parras Portillo, Pilar López-Úbeda, Beatriz Botella Gil, María Teresa Martín Valdivia
SHARE: A Lexicon of Harmful Expressions by Spanish Speakers. LREC (2022)
Alexandra Pomares Quimbaya, Pilar López-Úbeda, Stefan Schulz
Transfer Learning for Classifying Spanish and English Text by Clinical Specialties. MIE (2021)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Antonio Luna, Luis Alfonso Ureña López, María Teresa Martín-Valdivia
Automatic medical protocol classification using machine learning approaches. Comput. Methods Programs Biomed. 200 (2021)
José-Alberto Mesa-Murgado, Ana Belén Parras Portillo, Pilar López-Úbeda, María Teresa Martín-Valdivia, Luis Alfonso Ureña López
Identifying professions & occupations in Health-related Social Media using Natural Language Processing. SMM4H@NAACL-HLT (2021)
Flor Miriam Plaza del Arco, Pilar López-Úbeda, Luis Alfonso Ureña López, María Teresa Martín Valdivia
SINAI at SemEval-2021 Task 5: Combining Embeddings in a BiLSTM-CRF model for Toxic Spans Detection. SemEval@ACL/IJCNLP (2021)
Pilar López-Úbeda, Alexandra Pomares Quimbaya, Manuel Carlos Díaz-Galiano, Stefan Schulz
Collecting specialty-related medical terms: Development and evaluation of a resource for Spanish. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Pilar López-Úbeda, Flor Miriam Plaza del Arco, Manuel Carlos Díaz-Galiano, María Teresa Martín Valdivia
NECOS: An annotated corpus to identify constructive news comments in Spanish. Proces. del Leng. Natural 66 (2021)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín-Valdivia
Pre-trained language models to extract information from radiological reports. CLEF (Working Notes) (2021)
José-Alberto Mesa-Murgado, Flor Miriam Plaza del Arco, Pilar López-Úbeda, María Teresa Martín-Valdivia
A Social Monitor for Detecting Inappropriate Behavior. SEPLN (Projects and Demonstrations) (2021)
José-Alberto Mesa-Murgado, Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, María Teresa Martín Valdivia, Luis Alfonso Ureña López
BERT Representations to Identify Professions and Employment Statuses in Health data. IberLEF@SEPLN (2021)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín Valdivia
Combining word embeddings to extract chemical and drug entities in biomedical literature. BMC Bioinform. 22 (1) (2021)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín-Valdivia, Teodoro Martín-Noguerol, Antonio Luna
Transfer learning applied to text classification in Spanish radiological reports. MultiligualBIO@LREC (2020)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, María Teresa Martín-Valdivia, Luis Alfonso Ureña López
Extracting Neoplasms Morphology Mentions in Spanish Clinical Cases through Word Embeddings. IberLEF@SEPLN (2020)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Antonio Luna, Luis Alfonso Ureña López, María Teresa Martín-Valdivia
COVID-19 detection in radiological text reports integrating entity recognition. Comput. Biol. Medicine 127 (2020)
Alexandra Pomares Quimbaya, Pilar López-Úbeda, Michel Oleynik, Stefan Schulz
Leveraging PubMed to Create a Specialty-Based Sense Inventory for Spanish Acronym Resolution. MIE (2020)
Pilar López-Úbeda, José Manuel Perea Ortega, Manuel Carlos Díaz-Galiano, María Teresa Martín-Valdivia, Luis Alfonso Ureña López
SINAI at eHealth-KD Challenge 2020. IberLEF@SEPLN (2020)
José M. Perea-Ortega, Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, María Teresa Martín Valdivia, Luis Alfonso Ureña López
SINAI at CLEF eHealth 2020: Testing Different pre-trained Word Embeddings for Clinical Coding in Spanish. CLEF (Working Notes) (2020)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Luis Alfonso Ureña López, María Teresa Martín Valdivia, Antonio Luna
Detection of unexpected findings in radiology reports: A comparative study of machine learning approaches. Expert Syst. Appl. 160 (2020)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, Maite Martín-Valdivia
Using Snomed to recognize and index chemical and drug mentions. BioNLP-OST@EMNLP-IJNCLP (2019)
Pilar López-Úbeda, Flor Miriam Plaza del Arco, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín Valdivia
Detecting Anorexia in Spanish Tweets. RANLP (2019)
Flor Miriam Plaza del Arco, Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín Valdivia
Integrating UMLS for Early Detection of Sings of Anorexia. CLEF (Working Notes) (2019)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, María Teresa Martín-Valdivia, Luis Alfonso Ureña López
Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media. SMM4H@ACL (2019)
Pilar López-Úbeda, José Antonio Vera-Ramos, Pablo López-García
TREC 2019 Precision Medicine - Medical University of Graz. TREC (2019)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín Valdivia
Anonymization of Clinical Reports in Spanish: a Hybrid Method Based on Machine Learning and Rules. IberLEF@SEPLN (2019)
Manuel Carlos Díaz-Galiano, Pilar López-Úbeda, María Teresa Martín-Valdivia, Luis Alfonso Ureña López
SINAI at CLEF eHealth 2018 Task 3. Using cTAKES to Remove Noise from Expanding Queries with Google. CLEF (Working Notes) (2018)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, María Teresa Martín-Valdivia, Luis Alfonso Ureña López
Machine Learning to Detect ICD10 Codes in Causes of Death. CLEF (Working Notes) (2018)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Arturo Montejo-Ráez, Fernando Javier Martínez Santiago, Alberto Andreu-Marín, María Teresa Martín Valdivia, Luis Alfonso Ureña López
Buscador Semántico Biomédico. Proces. del Leng. Natural 61 (2018)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, María Teresa Martín-Valdivia, Luis Alfonso Ureña López
SINAI en TASS 2018 Task 3. Clasificando acciones y conceptos con UMLS en MedLine (SINAI in TASS 2018 Task 3. Classifying actions and concepts with UMLS on MedLine). TASS@SEPLN (2018)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, María Teresa Martín-Valdivia, Salud María Jiménez Zafra
SINAI at DIANN - IberEval 2018. Annotating Disabilities in Multi-language Systems with UMLS. IberEval@SEPLN (2018)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, María Teresa Martín Valdivia, Luis Alfonso Ureña López
Filtering and reranking using MetaMap named entities recognizer. TREC (2018)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, María Teresa Martín Valdivia, Luis Alfonso Ureña López
Using clustering to filter results of an Information Retrieval system. TREC (2018)