Perfil investigador
Publicaciones
- Transfer Learning for Classifying Spanish and English Text by Clinical Specialties.
- How Successful Is Transfer Learning for Detecting Anorexia on Social Media?
- Automatic medical protocol classification using machine learning approaches
- Transfer Learning for Classifying Spanish and English Text by Clinical Specialties
- COVID-19 detection in radiological text reports integrating entity recognition.
- Leveraging PubMed to Create a Specialty-Based Sense Inventory for Spanish Acronym Resolution.
- An Integrated Approach to Biomedical Term Identification Systems
- COVID-19 detection in radiological text reports integrating entity recognition
- Detection of unexpected findings in radiology reports: A comparative study of machine learning approaches
- Extracting neoplasms morphology mentions in Spanish clinical cases throughword embeddings
- Extracting neoplasms morphology mentions in spanish clinical cases through word embeddings
- Leveraging PubMed to Create a Specialty-Based Sense Inventory for Spanish Acronym Resolution
- Named entity recognition in Spanish applied to the biomedical domain,Reconocimiento de Entidades Nombradas en espanol aplicado al dominio biomédico
- Recognition of biomedical entities in spanish by combining word embeddings,Reconocimiento de entidades biomédicas para el Español mediante la combinación de word embeddings
- SINAI at CLEF eHealth 2020: testing different pre-trained word embeddings for clinical coding in Spanish
- Sinai at ehealth-kd challenge 2020: Combining word embeddings for named entity recognition in Spanish medical records
- Transfer learning applied to text classification in Spanish radiological reports
- Anonymization of Clinical Reports in Spanish: a Hybrid Method Based on Machine Learning and Rules.
- Anonymization of clinical reports in Spanish: A hybrid method based on machine learning and rules
- Detecting anorexia in Spanish tweets
- Integrating UMLs for early detection of sings of anorexia
- TREC 2019 Precision Medicine-Medical University of Graz.
- Using Snomed to recognize and index chemical and drug mentions.
- Biomedical semantic information retrieval,Buscador Semántico Biomedico
- Buscador Semántico Biomédico
- Filtering and reranking using MetaMap named entities recognizer.
- Machine learning to detect ICD10 codes in causes of death
- SINAI at CLEF eHealth 2018 Task 3. Using cTAKES to Remove Noise from Expanding Queries with Google.
- SINAI at CLEF eHealth 2018 Task 3. Using cTAKES to remove noise from expanding queries with Google
- SINAI at DIANN - IberEval 2018. Annotating disabilities in multi-language systems with UMLS
- SINAI in TASS 2018 Task 3. Classifying actions and concepts with UMLS on MedLine,SINAI en TASS 2018 Task 3. Clasificando acciones y conceptos con UMLS en MedLine
- Biomedical entities recognition in Spanish combining word embeddings
- Pre-trained language models to extract information from radiological reports
- Collecting Specialty-related Medical Terms: Development and Evaluation of a Resource for Spanish
- Biomedical Semantic Information Retrieval
- Knowledge integration for improving information retrieval systems,Integración de Conocimiento para la Mejora de Sistemas de Recuperación de Información
- Machine Learning to Detect ICD10 Codes in Causes of Death.
- SINAI at DIANN-IberEval 2018. Annotating disabilities in multi-language systems with UMLS
- SINAI en TASS 2018 Task 3. Clasificando acciones y conceptos con UMLS en MedLine
- 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).
- Using clustering to filter results of an Information Retrieval system.
- Named entity recognition in Spanish medical reports,Reconocimiento de entidades en informes médicos en español
- CARES: A Corpus for classification of Spanish Radiological reports
- Natural Language Processing in Pathology Current Trends and Future Insights
- Using machine learning and deep learning methods to find mentions of adverse drug reactions in social media
- SINAI at CLEF 2022: Leveraging biomedical transformers to detect and normalize disease mentions
- SINAI at LivingNER Shared Task 2022: Species Mention Recognition and Normalization Using Transfer Learning and String Matching Techniques
- SINAI at SemEval-2021 Task 5: Combining Embeddings in a BiLSTM-CRF model for Toxic Spans Detection
- TREC 2019 Precision Medicine - Medical University of Graz
- Filtering and reranking using MetaMap named entities recognizer
- Using clustering to filter results of an Information Retrieval system
- Automatic text classification of prostate cancer malignancy scores in radiology reports using NLP models
- Automatic TNM staging of colorectal cancer radiology reports using pre-trained language models