Pilar López-Úbeda

Ana Belén Parras Portillo

Beatriz Botella Gil

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

SINAI@SMM4H'22: Transformers for biomedical social media text mining in Spanish.

[BibT_eX]

[DOI]

Mariia Chizhikova

Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

SINAI at CLEF 2022: Leveraging biomedical transformers to detect and normalize disease mentions.

[BibT_eX]

[DOI]

Mariia Chizhikova

Jaime Collado-Montañez

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

NECOS: An annotated corpus to identify constructive news comments in Spanish.

[BibT_eX]

[DOI]

Proces. del Leng. Natural, 2021

Collecting specialty-related medical terms: Development and evaluation of a resource for Spanish.

[BibT_eX]

[DOI]

Alexandra Pomares Quimbaya

Stefan Schulz

BMC Medical Informatics Decis. Mak., 2021

Automatic medical protocol classification using machine learning approaches.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2021

Combining word embeddings to extract chemical and drug entities in biomedical literature.

[BibT_eX]

[DOI]

José-Alberto Mesa-Murgado

BMC Bioinform., 2021

Identifying professions & occupations in Health-related Social Media using Natural Language Processing.

[BibT_eX]

[DOI]

Ana Belén Parras Portillo

José-Alberto Mesa-Murgado

Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021

BERT Representations to Identify Professions and Employment Statuses in Health data.

[BibT_eX]

[DOI]

José-Alberto Mesa-Murgado

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

A Social Monitor for Detecting Inappropriate Behavior.

[BibT_eX]

[DOI]

Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

SINAI at SemEval-2021 Task 5: Combining Embeddings in a BiLSTM-CRF model for Toxic Spans Detection.

[BibT_eX]

[DOI]

Alexandra Pomares Quimbaya

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Transfer Learning for Classifying Spanish and English Text by Clinical Specialties.

[BibT_eX]

[DOI]

Stefan Schulz

Proceedings of the Public Health and Informatics, 2021

Pre-trained language models to extract information from radiological reports.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

Detection of unexpected findings in radiology reports: A comparative study of machine learning approaches.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

COVID-19 detection in radiological text reports integrating entity recognition.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2020

SINAI at eHealth-KD Challenge 2020.

[BibT_eX]

[DOI]

José Manuel Perea Ortega

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

Extracting Neoplasms Morphology Mentions in Spanish Clinical Cases through Word Embeddings.

[BibT_eX]

[DOI]

Alexandra Pomares Quimbaya

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

Leveraging PubMed to Create a Specialty-Based Sense Inventory for Spanish Acronym Resolution.

[BibT_eX]

[DOI]

Michel Oleynik

Stefan Schulz

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Transfer learning applied to text classification in Spanish radiological reports.

[BibT_eX]

[DOI]

Proceedings of the LREC 2020 Workshop on Multilingual Biomedical Text Processing, 2020

SINAI at CLEF eHealth 2020: Testing Different pre-trained Word Embeddings for Clinical Coding in Spanish.

[BibT_eX]

[DOI]

José M. Perea-Ortega

Proceedings of the Working Notes of CLEF 2020, 2020

2019

TREC 2019 Precision Medicine - Medical University of Graz.

[BibT_eX]

[DOI]

José Antonio Vera-Ramos

Pablo López-García

Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Fourth Social Media Mining for Health Application Workshop & Shared Task, 2019

Anonymization of Clinical Reports in Spanish: a Hybrid Method Based on Machine Learning and Rules.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Detecting Anorexia in Spanish Tweets.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Integrating UMLS for Early Detection of Sings of Anorexia.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2019, 2019

Using Snomed to recognize and index chemical and drug mentions.

[BibT_eX]

[DOI]

Maite Martín-Valdivia

Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 2019

2018

Buscador Semántico Biomédico.

[BibT_eX]

[DOI]

Fernando Javier Martínez Santiago

Arturo Montejo-Ráez

Alberto Andreu-Marín

Proces. del Leng. Natural, 2018

Filtering and reranking using MetaMap named entities recognizer.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Using clustering to filter results of an Information Retrieval system.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

SINAI at DIANN - IberEval 2018. Annotating Disabilities in Multi-language Systems with UMLS.

[BibT_eX]

[DOI]

Salud María Jiménez Zafra

Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 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).

[BibT_eX]

[DOI]

Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN, 2018

Machine Learning to Detect ICD10 Codes in Causes of Death.

[BibT_eX]

[DOI]