Listar por autor "Moreno-Barea, Francisco J."
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Application of data augmentation techniques towards metabolomics
Moreno-Barea, Francisco J.; Franco, Leonardo
; Elizondo Acuña, David Alberto; Grootveld, Martin (Elsevier, 2022-07-27)
Niemann–Pick Class 1 (NPC1) disease is a rare and debilitating neurodegenerative lysosomal storage disease (LSD). Metabolomics datasets of NPC1 patients available to perform this type of analysis are often limited in the ... -
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 ... -
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 ...