An improved data augmentation approach and its application in medical named entity recognition - Chen, Hongyu; Dan, Li; Lu, Yonghe; Chen, Minghong; Zhang, Jinxia (BMC medical informatics and decision making, 2024)
Keywords: Algorithms; Analysis; Annotations; Classification; Computational linguistics; Data augmentation; Data mining; Deep Learning; Electronic health records; Evaluation; Humans; Language; Language processing; Machine learning; Medical named entity recognition; Medical records; Methods; Natural language interfaces; Natural Language Processing; Neural networks; Recognition; Replacement augmentation; Semantics; Terminology; Text categorization; Text features; Training; China; Deep learning; Data augmentation; Text features; Replacement augmentation; Medical named entity recognition