Search Results - "Atutxa, Aitziber"

Advances in monolingual and crosslingual automatic disability annotation in Spanish by Goenaga, Iakes, Andres, Edgar, Gojenola, Koldo, Atutxa, Aitziber

“…Unlike diseases, automatic recognition of disabilities has not received the same attention in the area of medical NLP. Progress in this direction is hampered…”
Get full text

Towards a top-down approach for an automatic discourse analysis for Basque: Segmentation and Central Unit detection tool by Atutxa, Aitziber, Bengoetxea, Kepa, Diaz de Ilarraza, Arantza, Iruskieta, Mikel

“…Lately, discourse structure has received considerable attention due to the benefits its application offers in several NLP tasks such as opinion mining,…”
Get full text

Explanatory argument extraction of correct answers in resident medical exams by Goenaga, Iakes, Atutxa, Aitziber, Gojenola, Koldo, Oronoz, Maite, Agerri, Rodrigo

“…Developing technology to assist medical experts in their everyday decision-making is currently a hot topic in the field of Artificial Intelligence (AI). This…”
Get full text

Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation by Atutxa, Aitziber, Perez, Alicia, Casillas, Arantza

“…This work focuses on data mining applied to the clinical documentation domain. Diagnostic terms (DTs) are used as keywords to retrieve valuable information…”
Get full text

A section identification tool: Towards HL7 CDA/CCR standardization in Spanish discharge summaries by Goenaga, Iakes, Lahuerta, Xabier, Atutxa, Aitziber, Gojenola, Koldo

“…Nowadays, with the digitalization of healthcare systems, huge amounts of clinical narratives are available. However, despite the wealth of information…”
Get full text

Interpretable deep learning to map diagnostic texts to ICD-10 codes by Atutxa, Aitziber, de Ilarraza, Arantza Díaz, Gojenola, Koldo, Oronoz, Maite, Perez-de-Viñaspre, Olatz

“…•Automatic extraction of morbid disease or conditions contained in death certificates is extremely useful for standardization, alleviating and smoothing human…”
Get full text

An open source corpus and automatic tool for section identification in Spanish health records by de la Iglesia, Iker, Vivó, María, Chocrón, Paula, Maeztu, Gabriel de, Gojenola, Koldo, Atutxa, Aitziber

“…Electronic Clinical Narratives (ECNs) store valuable individual’s health information. However, there are few available open-source data. Besides, ECNs can be…”
Get full text

Inferred joint multigram models for medical term normalization according to ICD by Pérez, Alicia, Atutxa, Aitziber, Casillas, Arantza, Gojenola, Koldo, Sellart, Álvaro

“…[Display omitted] •Health records comprise valuable information written in a spontaneous register.•Matching spontaneous terms in standard ICD terminology is…”
Get full text

Ali-AUG: Innovative Approaches to Labeled Data Augmentation using One-Step Diffusion Model by Hamza, Ali, Lojo, Aizea, Núñez-Marcos, Adrian, Atutxa, Aitziber

“…This paper introduces Ali-AUG, a novel single-step diffusion model for efficient labeled data augmentation in industrial applications. Our method addresses the…”
Get full text

Explanatory Argument Extraction of Correct Answers in Resident Medical Exams by Goenaga, Iakes, Atutxa, Aitziber, Gojenola, Koldo, Oronoz, Maite, Agerri, Rodrigo

“…Developing the required technology to assist medical experts in their everyday activities is currently a hot topic in the Artificial Intelligence research…”
Get full text

EriBERTa: A Bilingual Pre-Trained Language Model for Clinical Natural Language Processing by de la Iglesia, Iker, Atutxa, Aitziber, Gojenola, Koldo, Barrena, Ander

“…The utilization of clinical reports for various secondary purposes, including health research and treatment monitoring, is crucial for enhancing patient care…”
Get full text

HiTZ@Antidote: Argumentation-driven Explainable Artificial Intelligence for Digital Medicine by Agerri, Rodrigo, Alonso, Iñigo, Atutxa, Aitziber, Berrondo, Ander, Estarrona, Ainara, Garcia-Ferrero, Iker, Goenaga, Iakes, Gojenola, Koldo, Oronoz, Maite, Perez-Tejedor, Igor, Rigau, German, Yeginbergenova, Anar

“…Providing high quality explanations for AI predictions based on machine learning is a challenging and complex task. To work well it requires, among other…”
Get full text

Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain by García-Ferrero, Iker, Agerri, Rodrigo, Salazar, Aitziber Atutxa, Cabrio, Elena, de la Iglesia, Iker, Lavelli, Alberto, Magnini, Bernardo, Molinet, Benjamin, Ramirez-Romero, Johana, Rigau, German, Villa-Gonzalez, Jose Maria, Villata, Serena, Zaninello, Andrea

“…Research on language technology for the development of medical applications is currently a hot topic in Natural Language Understanding and Generation. Thus, a…”
Get full text

Patrixa: a unification-based parser for Basque and its aplication to the automatic analysis of verbs by Izaskun Aldezabal, M.ª Jesús Aranzabe, Aitziber Atutxa, Koldo Gojenola, Kepa Sarasola

“…In this paper we describe a computational grammar for Basque, and the first results obtained using it in the process of automatically acquiring…”
Get full text

Learning argument/adjunct distinction for Basque by Izaskun Aldezabal, M.ª Jesús Aranzabe, Koldo Gojenola, Kepa Sarasola, Aitziber Atutxa

“…This paper presents experiments performed on lexical knowledge acquisition in the form of verbal argumental information. The system obtains the data from raw…”
Get full text