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Listar por autor "Ribelles-Entrena, Nuria"
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Clinical text classification in Cancer Real-World Data in Spanish
Moreno-Barea, Francisco J.; Mesa, Héctor; Ribelles-Entrena, Nuria; Alba-Conejo, Emilio; Jerez-Aragonés, José Manuel (2023-06-29)Healthcare systems currently store a large amount of clinical data, mostly unstructured textual information, such as electronic health records (EHRs). Manually extracting valuable information from these documents is costly ... -
Detection of tumor morphology mentions in clinical reports in Spanish using transformers
López-García, Guillermo; Jerez-Aragonés, José Manuel; Ribelles-Entrena, Nuria; Alba-Conejo, Emilio; Veredas-Navarro, Francisco Javier (Springer, 2021)The aim of this study is to systematically examine the performance of transformer-based models for the detection of tumor morphology mentions in clinical documents in Spanish. For this purpose, we analyzed 3 transformer ... -
Named Entity Recognition for De-identifying Real-World Health Records in Spanish.
López-García, Guillermo; Moreno-Barea, Francisco J.; Mesa, Héctor; Jerez-Aragonés, José Manuel; Ribelles-Entrena, Nuria; Alba-Conejo, Emilio; Veredas-Navarro, Francisco Javier[et al.] (Springer Nature, 2023)A growing and renewed interest has emerged in Electronic Health Records (EHRs) as a source of information for decision-making in clinical practice. In this context, the automatic de-identification of EHRs constitutes an ... -
Validation of the upper limb functional index on breast cancer survivor
Martín-Martín, Jaime; Pajares-Hachero, Bella I.; Alba-Conejo, Emilio; Ribelles-Entrena, Nuria; Cuesta-Vargas, Antonio; Roldán-Jiménez, Cristina[et al.] (MDPI, 2023-03-12)Breast cancer survivors (BCS) may face functional alterations after surgical intervention. Upper Limb Disorders (ULDs) are highly prevalent even years after a diagnosis. Clinicians may assess the upper limbs after breast ...