Hybrid natural language processing tool for semantic annotation of medical texts in Spanish - Campillos-Llanos, Leonardo; Valverde-Mateos, Ana; Capllonch-Carrión, Adrián (BMC bioinformatics, 2025)
Keywords: Algorithms; Analysis; Annotations; Automation; Bioinformatics; Biomedical and Life Sciences; Case reports; Clinical trials; Computational Biology/Bioinformatics; Computational linguistics; Computer Appl. in Life Sciences; Data analysis; Data mining; Data Mining - methods; Deep Learning; Deep learning in healthcare; Dictionaries; Disease; Electronic Health Records; Error analysis; Humans; Information processing; Information retrieval; Language; Language processing; Life Sciences; Machine learning; Medical literature; Medical natural language processing; Medical personnel; Medical text mining tool; Methods; Microarrays; Named entity recognition; Natural language interfaces; Natural Language Processing; Product reviews; Python; Semantics; Software; Spain; Spanish language; Spanish medical NLP; Task complexity; Texts; Unstructured data; Spain; Clinical trials; Medical text mining tool; Deep learning in healthcare; Medical natural language processing; Spanish medical NLP; Named entity recognition