Dominios médico y legal

Las técnicas de Procesamiento del Lenguaje Natural suelen necesitar de algún tipo de adaptación cuando se usan en dominios como el médico o el legal.

En lo que al dominio de la salud se refiere, en el año 2011 empezamos a colaborar con el Hospital de Galdakao-Usánsolo para mejorar la codificación de los términos diagnósticos de sus informes médicos según la Clasificación Internacional de Enfermedades (CIE). Posteriormente y siempre con...Leer Más

Investigador/a principal: 

ver más

domains_tabs

Demos

Contratos

Proyectos

Patentes

System to detect Spanish medical entities in the medical domain

Publicaciones

Alberto Blanco Olatz Perez de Viñaspre Alicia Pérez Arantza Casillas

Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity (2020)

https://www.sciencedirect.com/science/article/pii/S0169260719311745

Rebecka Weegar, Alicia Pérez, Arantza Casillas, Maite Oronoz

Recent advances in Swedish and Spanish medical entity recognition in clinical texts using deep neural approaches (2020)

BMC Medical Informatics and Decision Making

Sara Santiso

Adverse Drug Reaction extraction on Electronic Health Records written in Spanish (2020)

Procesamiento del Lenguaje Natural http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6203

Sara Santiso, Alicia Pérez, Arantza Casillas, Maite Oronoz

Neural negated entity recognition in Spanish electronic health records (2020)

Journal of Biomedical Informatics (JBI) https://doi.org/10.1016/j.jbi.2020.103419

Alberto Blanco ; Alicia Perez ; Arantza Casillas ; Daniel Cobos

Extracting Cause of Death from Verbal Autopsy with Deep Learning interpretable methods (2020)

https://ieeexplore.ieee.org/document/9128025

Sara Santiso, Alicia Pérez, Arantza Casillas

Smoothing dense spaces for improved relation extraction between drugs and adverse reactions (2019)

International Journal of Medical Informatics https://doi.org/10.1016/j.ijmedinf.2019.05.009

Aitziber Atutxa, Arantza Diaz de Ilarraza, koldo Gojenola,Maite Oronoz, Olatz Perez de Viñaspre

Interpretable Deep Learning to Map Diagnostic Texts to ICD10 Codes (2019)

International Journal of Medical Informatics https://doi.org/10.1016/j.ijmedinf.2019.05.015 Link to publication: https://authors.elsevier.com/c/1ZANI4xGJ~syOE

Arantza Casillas, Nerea Ezeiza, Iakes Goenaga, Alicia Pérez, Xabier Soto

Measuring the Effect of Different Types of Unsupervised Word Representations on Medical Named Entity Recognition (2019)

International Journal of Medical Informatics (https://doi.org/10.1016/j.ijmedinf.2019.05.022)

Olatz Perez-de-Viñaspre, Maite Oronoz, Natalia Elvira

KabiTermICD: Nested Term Based Translation of the ICD-10-CM into a Minor Language (2018)

Workshop "MultilingualBIO: Multilingual Biomedical Text Processing" of LREC 2018. Proceedings of the workshop. Miyazaki (Japan), 8th May 2018.

Jorge Pérez, Alicia Pérez, Arantza Casillas, Koldo Gojenola

Cardiology record multi-label classification using Latent Dirichlet Allocation (2018)

Computer Methods and Programs in Biomedicine https://doi.org/10.1016/j.cmpb.2018.07.002

Aitziber Atutxa, Arantza Casillas, Nerea Ezeiza, Iakes Goenaga, V. Fresno, Koldo Gojenola, R. Martinez, Maite Oronoz, Olatz Perez-de-Viñaspre

IxaMed at CLEF eHealth 2018 Task 1: ICD10 Coding with a Sequence-to-Sequence approach (2018)

CLEF 2018 Online Working Notes. CEUR-WS

Mikel Laburu, Alicia Pérez, Arantza Casillas, Iakes Goenaga, Maite Oronoz

Can I find information about rare diseases in some other language? (2018)

IEEE International Conference on Bioinformatics and Biomedicine. Artificial Intelligence techniques for Biomedicine and Healthcare. Madrid (December, 2018); ISBN: 978-1-5386-5487-3; Pgs: 2102-2108

More publications

domains_tabs_full

System to detect Spanish medical entities in the medical domain

Alberto Blanco Olatz Perez de Viñaspre Alicia Pérez Arantza Casillas

Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity (2020)

https://www.sciencedirect.com/science/article/pii/S0169260719311745

Rebecka Weegar, Alicia Pérez, Arantza Casillas, Maite Oronoz

Recent advances in Swedish and Spanish medical entity recognition in clinical texts using deep neural approaches (2020)

BMC Medical Informatics and Decision Making

Sara Santiso

Adverse Drug Reaction extraction on Electronic Health Records written in Spanish (2020)

Procesamiento del Lenguaje Natural http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6203

Sara Santiso, Alicia Pérez, Arantza Casillas, Maite Oronoz

Neural negated entity recognition in Spanish electronic health records (2020)

Journal of Biomedical Informatics (JBI) https://doi.org/10.1016/j.jbi.2020.103419

Alberto Blanco ; Alicia Perez ; Arantza Casillas ; Daniel Cobos

Extracting Cause of Death from Verbal Autopsy with Deep Learning interpretable methods (2020)

https://ieeexplore.ieee.org/document/9128025

Sara Santiso, Alicia Pérez, Arantza Casillas

Smoothing dense spaces for improved relation extraction between drugs and adverse reactions (2019)

International Journal of Medical Informatics https://doi.org/10.1016/j.ijmedinf.2019.05.009

Aitziber Atutxa, Arantza Diaz de Ilarraza, koldo Gojenola,Maite Oronoz, Olatz Perez de Viñaspre

Interpretable Deep Learning to Map Diagnostic Texts to ICD10 Codes (2019)

International Journal of Medical Informatics https://doi.org/10.1016/j.ijmedinf.2019.05.015 Link to publication: https://authors.elsevier.com/c/1ZANI4xGJ~syOE

Arantza Casillas, Nerea Ezeiza, Iakes Goenaga, Alicia Pérez, Xabier Soto

Measuring the Effect of Different Types of Unsupervised Word Representations on Medical Named Entity Recognition (2019)

International Journal of Medical Informatics (https://doi.org/10.1016/j.ijmedinf.2019.05.022)

Olatz Perez-de-Viñaspre, Maite Oronoz, Natalia Elvira

KabiTermICD: Nested Term Based Translation of the ICD-10-CM into a Minor Language (2018)

Workshop "MultilingualBIO: Multilingual Biomedical Text Processing" of LREC 2018. Proceedings of the workshop. Miyazaki (Japan), 8th May 2018.

Jorge Pérez, Alicia Pérez, Arantza Casillas, Koldo Gojenola

Cardiology record multi-label classification using Latent Dirichlet Allocation (2018)

Computer Methods and Programs in Biomedicine https://doi.org/10.1016/j.cmpb.2018.07.002

Aitziber Atutxa, Arantza Casillas, Nerea Ezeiza, Iakes Goenaga, V. Fresno, Koldo Gojenola, R. Martinez, Maite Oronoz, Olatz Perez-de-Viñaspre

IxaMed at CLEF eHealth 2018 Task 1: ICD10 Coding with a Sequence-to-Sequence approach (2018)

CLEF 2018 Online Working Notes. CEUR-WS

Mikel Laburu, Alicia Pérez, Arantza Casillas, Iakes Goenaga, Maite Oronoz

Can I find information about rare diseases in some other language? (2018)

IEEE International Conference on Bioinformatics and Biomedicine. Artificial Intelligence techniques for Biomedicine and Healthcare. Madrid (December, 2018); ISBN: 978-1-5386-5487-3; Pgs: 2102-2108

More publications