Medical and Legal Domains

Natural Language Processing techniques usually need of some kind of adaptation when they are used in specific domains such as the medical and legal domains.

In the health domain we started collaborating in 2010 with the Galdakao-Usansolo hospital with the aim of improving the encoding of their helth records with the International Classification of Diseases (ICD). Thereafter, and always in order to benefit patients' care we have worked ...Read More

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Demos

Contracts

Publications

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

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

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

 

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

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

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

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

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

CLEF 2018 Online Working Notes. CEUR-WS

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

Jorge Pérez, Alicia Pérez, Arantza Casillas, Koldo Gojenola.

Computer Methods and Programs in Biomedicine

https://doi.org/10.1016/j.cmpb.2018.07.002

'Inferred joint multigram models for medical term normalization according to ICD'. (2018)

Alicia Pérez, Aitziber Atutxa, Arantza Casillas, Koldo Gojenola, Álvaro Sellart.

International Journal of Medical Informatics. Volume 110, February 2018, Pages 111–117

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Projects

Patents

System to detect Spanish medical entities in the medical domain

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

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

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

 

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

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

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

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

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

CLEF 2018 Online Working Notes. CEUR-WS

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

Jorge Pérez, Alicia Pérez, Arantza Casillas, Koldo Gojenola.

Computer Methods and Programs in Biomedicine

https://doi.org/10.1016/j.cmpb.2018.07.002

'Inferred joint multigram models for medical term normalization according to ICD'. (2018)

Alicia Pérez, Aitziber Atutxa, Arantza Casillas, Koldo Gojenola, Álvaro Sellart.

International Journal of Medical Informatics. Volume 110, February 2018, Pages 111–117

More publications

System to detect Spanish medical entities in the medical domain