Listar por autor "López-García, Guillermo"
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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 ... -
Explainable clinical coding with in-domain adapted transformers
López-García, Guillermo; Jerez-Aragonés, José Manuel; Ribelles, Nuria; Alba-Conejo, Emilio; Veredas-Navarro, Francisco Javier (Elsevier, 2023)
Background and Objective: Automatic clinical coding is a crucial task in the process of extracting relevant in-formation from unstructured medical documents contained in Electronic Health Records (EHR). However, most of ... -
A transfer-learning approach to feature extraction from cancer transcriptomes with deep autoencoders
López-García, Guillermo; Jerez-Aragonés, José Manuel; Franco, Leonardo; Veredas-Navarro, Francisco Javier (2019-06-18)
The diagnosis and prognosis of cancer are among the more challenging tasks that oncology medicine deals with. With the main aim of fitting the more appropriate treatments, current personalized medicine focuses on using ...