Zobrazeno 1 - 10 of 15 pro vyhledávání: '"Olatz Perez de Viñaspre"'
3
Neural machine translation of clinical texts between long distance languages
Autor: Olatz Perez-de-Viñaspre, Gorka Labaka, Maite Oronoz, Xabier Soto
Publikováno v: J Am Med Inform Assoc
Objective To analyze techniques for machine translation of electronic health records (EHRs) between long distance languages, using Basque and Spanish as a reference. We studied distinct configurations of neural machine translation systems and used di
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7f76d45e8bb5030ab62958fec331879d
https://doi.org/10.1093/jamia/ocz110
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5
Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity
Autor: Arantza Casillas, Alicia Pérez, Olatz Perez-de-Viñaspre, Alberto Blanco
Publikováno v: Computer Methods and Programs in Biomedicine. 188:105264
Background and objective:This work deals with clinical text mining, a field of Natural Language Processing applied to biomedical informatics. The aim is to classify Electronic Health Records with respect to the International Classification of Disease
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4b57df05a62430f175f2e4a3ede71e31
https://doi.org/10.1016/j.cmpb.2019.105264
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6
Interpretable deep learning to map diagnostic texts to ICD-10 codes
Autor: Maite Oronoz, Arantza Díaz de Ilarraza, Koldo Gojenola, Aitziber Atutxa, Olatz Perez-de-Viñaspre
Publikováno v: International journal of medical informatics. 129
Background Automatic extraction of morbid disease or conditions contained in Death Certificates is a critical process, useful for billing, epidemiological studies and comparison across countries. The fact that these clinical documents are written in
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f0f80d8cb73285f832b06bd5e787fd8c
https://pubmed.ncbi.nlm.nih.gov/31445289
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8
IXA Biomedical Translation System at WMT16 Biomedical Translation Task
Autor: Gorka Labaka, Olatz Perez-de-Viñaspre
Publikováno v: WMT
In this paper we present the system developed at the IXA NLP Group of the University of the Basque Country for the Biomedical Translation Task in the First Conference on Machine Translation (WMT16). For the adaptation of a statistical machine transla
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::aec0e49923ea79e5caf8c87c2805b271
https://doi.org/10.18653/v1/w16-2338
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9
SNOMED CT in a language isolate: an algorithm for a semiautomatic translation
Autor: Maite Oronoz, Olatz Perez-de-Viñaspre
Publikováno v: BMC Medical Informatics and Decision Making
Addi. Archivo Digital para la Docencia y la Investigación
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Background:: The Systematized Nomenclature of Medicine - Clinical Terms (SNOMED CT) is officially released in English and Spanish. In the Basque Autonomous Community two languages, Spanish and Basque, are official. The first attempt to semi-automatic
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bdc7f2b1ee0a380a83e9dc32b106b217
https://doi.org/10.1186/1472-6947-15-s2-s5
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