Leveraging Wikipedia Knowledge for Distant Supervision in Medical Concept Normalization

• Main Authors: Ningtyas, Annisa Maulida, El-Ebshihy, Alaa, Herwanto, Guntur Budi, Piroi, Florina, Hanbury, Allan
• 格式: Article PeerReviewed
• 出版: 2022
• 主題: Health Counselling; Preventive Medicine
• 在線閱讀: https://repository.ugm.ac.id/281848/; https://link.springer.com/chapter/10.1007/978-3-031-13643-6_3

The majority of recent research has approached the Medical Concept Normalization (MCN) task as supervised text classification. However, combining all of the currently available training datasets for this task (CADEC, PsyTAR, COMETA) only covers a small fraction of the concepts contained in the Syste...