SINAI at CLEF eHealth 2018 Task 3. Using cTAKES to Remove Noise from Expanding Queries with Google. - Manuel Carlos Díaz-Galiano; Pilar López-Úbeda; María Teresa Martín-Valdivia; Luis Alfonso Ureña López (CLEF (Working Notes), 2018)

Machine Learning to Detect ICD10 Codes in Causes of Death. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; María Teresa Martín-Valdivia; Luis Alfonso Ureña López (CLEF (Working Notes), 2018)

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). - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; María Teresa Martín-Valdivia; Luis Alfonso Ureña López (TASS@SEPLN, 2018)

SINAI at DIANN - IberEval 2018. Annotating Disabilities in Multi-language Systems with UMLS. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; María Teresa Martín-Valdivia; Salud María Jiménez-Zafra (IberEval@SEPLN, 2018)

Using clustering to filter results of an Information Retrieval system. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; María Teresa Martín Valdivia; Luis Alfonso Ureña López (TREC, 2018)

Filtering and reranking using MetaMap named entities recognizer. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; María Teresa Martín Valdivia; Luis Alfonso Ureña López (TREC, 2018)

Buscador Semántico Biomédico. - 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 (Proces. del Leng. Natural, 2018)

Using Snomed to recognize and index chemical and drug mentions. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; Maite Martín-Valdivia (BioNLP-OST@EMNLP-IJNCLP, 2019)

Integrating UMLS for Early Detection of Sings of Anorexia. - Flor Miriam Plaza del Arco; Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín Valdivia (CLEF (Working Notes), 2019)

Detecting Anorexia in Spanish Tweets. - Pilar López-Úbeda; Flor Miriam Plaza del Arco; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín Valdivia (RANLP, 2019)

Anonymization of Clinical Reports in Spanish: a Hybrid Method Based on Machine Learning and Rules. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín Valdivia (IberLEF@SEPLN, 2019)

Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; María Teresa Martín-Valdivia; Luis Alfonso Ureña López (SMM4H@ACL, 2019)

TREC 2019 Precision Medicine - Medical University of Graz. - Pilar López-Úbeda; José Antonio Vera-Ramos; Pablo López-García (TREC, 2019)

SINAI at CLEF eHealth 2020: Testing Different pre-trained Word Embeddings for Clinical Coding in Spanish. - José M. Perea-Ortega; Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; María Teresa Martín Valdivia; Luis Alfonso Ureña López (CLEF (Working Notes), 2020)

Transfer learning applied to text classification in Spanish radiological reports. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín-Valdivia; Teodoro Martín-Noguerol; Antonio Luna (MultiligualBIO@LREC, 2020)

Leveraging PubMed to Create a Specialty-Based Sense Inventory for Spanish Acronym Resolution. - Alexandra Pomares-Quimbaya; Pilar López-Úbeda; Michel Oleynik; Stefan Schulz 001 (MIE, 2020)

Extracting Neoplasms Morphology Mentions in Spanish Clinical Cases through Word Embeddings. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; María Teresa Martín-Valdivia; Luis Alfonso Ureña López (IberLEF@SEPLN, 2020)

SINAI at eHealth-KD Challenge 2020. - Pilar López-Úbeda; José Manuel Perea Ortega; Manuel Carlos Díaz-Galiano; María Teresa Martín-Valdivia; Luis Alfonso Ureña López (IberLEF@SEPLN, 2020)

COVID-19 detection in radiological text reports integrating entity recognition. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Teodoro Martín-Noguerol; Antonio Luna; Luis Alfonso Ureña López; María Teresa Martín-Valdivia (Comput. Biol. Medicine, 2020)

Detection of unexpected findings in radiology reports: A comparative study of machine learning approaches. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Teodoro Martín-Noguerol; Luis Alfonso Ureña López; María Teresa Martín Valdivia; Antonio Luna (Expert Syst. Appl., 2020)

Pre-trained language models to extract information from radiological reports. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín-Valdivia (CLEF (Working Notes), 2021)

Transfer Learning for Classifying Spanish and English Text by Clinical Specialties. - Alexandra Pomares-Quimbaya; Pilar López-Úbeda; Stefan Schulz 001 (MIE, 2021)

SINAI at SemEval-2021 Task 5: Combining Embeddings in a BiLSTM-CRF model for Toxic Spans Detection. - Flor Miriam Plaza del Arco; Pilar López-Úbeda; Luis Alfonso Ureña López; María Teresa Martín Valdivia (SemEval@ACL/IJCNLP, 2021)

A Social Monitor for Detecting Inappropriate Behavior. - José-Alberto Mesa-Murgado; Flor Miriam Plaza del Arco; Pilar López-Úbeda; María Teresa Martín-Valdivia (SEPLN (Projects and Demonstrations), 2021)

BERT Representations to Identify Professions and Employment Statuses in Health data. - José-Alberto Mesa-Murgado; Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; María Teresa Martín Valdivia; Luis Alfonso Ureña López (IberLEF@SEPLN, 2021)

Identifying professions & occupations in Health-related Social Media using Natural Language Processing. - José-Alberto Mesa-Murgado; Ana Belén Parras Portillo; Pilar López-Úbeda; María Teresa Martín-Valdivia; Luis Alfonso Ureña López (SMM4H@NAACL-HLT, 2021)

Combining word embeddings to extract chemical and drug entities in biomedical literature. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín Valdivia (BMC Bioinform., 2021)

Automatic medical protocol classification using machine learning approaches. - Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Teodoro Martín-Noguerol; Antonio Luna; Luis Alfonso Ureña López; María Teresa Martín-Valdivia (Comput. Methods Programs Biomed., 2021)

Collecting specialty-related medical terms: Development and evaluation of a resource for Spanish. - Pilar López-Úbeda; Alexandra Pomares-Quimbaya; Manuel Carlos Díaz-Galiano; Stefan Schulz 001 (BMC Medical Informatics Decis. Mak., 2021)

NECOS: An annotated corpus to identify constructive news comments in Spanish. - Pilar López-Úbeda; Flor Miriam Plaza del Arco; Manuel Carlos Díaz-Galiano; María Teresa Martín Valdivia (Proces. del Leng. Natural, 2021)

SINAI at CLEF 2022: Leveraging biomedical transformers to detect and normalize disease mentions. - Mariia Chizhikova; Jaime Collado-Montañez; Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín Valdivia (CLEF (Working Notes), 2022)

SINAI@SMM4H'22: Transformers for biomedical social media text mining in Spanish. - Mariia Chizhikova; Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín Valdivia (SMM4H@COLING, 2022)

SHARE: A Lexicon of Harmful Expressions by Spanish Speakers. - Flor Miriam Plaza del Arco; Ana Belén Parras Portillo; Pilar López-Úbeda; Beatriz Botella Gil; María Teresa Martín Valdivia (LREC, 2022)

SINAI at LivingNER Shared Task 2022: Species Mention Recognition and Normalization Using Transfer Learning and String Matching Techniques. - Mariia Chizhikova; Jaime Collado-Montañez; Pilar López-Úbeda; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; María Teresa Martín-Valdivia (IberLEF@SEPLN, 2022)

Biomedical entities recognition in Spanish combining word embeddings. - Pilar López-Úbeda (Proces. del Leng. Natural, 2022)

CARES: A Corpus for classification of Spanish Radiological reports. - 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 (Comput. Biol. Medicine, 2023)

Comparative evaluation of image-based vs. text-based vs. multimodal AI approaches for automatic breast density assessment in mammograms. - Pilar López-Úbeda; Teodoro Martín-Noguerol; Félix Paulano-Godino; Antonio Luna (Comput. Methods Programs Biomed., 2024)

Evaluation of large language models performance against humans for summarizing MRI knee radiology reports: A feasibility study. - Pilar López-Úbeda; Teodoro Martín-Noguerol; Carolina Díaz-Angulo; Antonio Luna (Int. J. Medical Informatics, 2024)

Toxicity in Spanish News Comments and its Relationship with Constructiveness. - Pilar López-Úbeda; Flor Miriam Plaza del Arco; Manuel Carlos Díaz-Galiano; María Teresa Martín Valdivia (Proces. del Leng. Natural, 2024)

Automatic text classification of prostate cancer malignancy scores in radiology reports using NLP models. - Jaime Collado-Montañez; Pilar López-Úbeda; Mariia Chizhikova; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; Teodoro Martín-Noguerol; Antonio Luna; María Teresa Martín Valdivia (Medical Biol. Eng. Comput., 2024)

Automatic TNM staging of colorectal cancer radiology reports using pre-trained language models. - Mariia Chizhikova; Pilar López-Úbeda; Teodoro Martín-Noguerol; Manuel Carlos Díaz-Galiano; Luis Alfonso Ureña López; Antonio Luna; María Teresa Martín Valdivia (Comput. Methods Programs Biomed., 2025)