Normalization of Long-tail Adverse Drug Reactions in Social Media

no code implementations • EMNLP (Louhi) 2020 • Emmanouil Manousogiannis, Sepideh Mesbah, Alessandro Bozzon, Robert-Jan Sips, Zoltan Szlanik, Selene Baez

The automatic mapping of Adverse Drug Reaction (ADR) reports from user-generated content to concepts in a controlled medical vocabulary provides valuable insights for monitoring public health.

Access to care: analysis of the geographical distribution of healthcare using Linked Open Data

no code implementations • 11 Apr 2022 • Selene Baez Santamaria, Emmanouil Manousogiannis, Guusje Boomgaard, Linh P. Tran, Zoltan Szlavik, Robert-Jan Sips

Background: Access to medical care is strongly dependent on resource allocation, such as the geographical distribution of medical facilities.

Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content

no code implementations • IJCNLP 2019 • Sepideh Mesbah, Jie Yang, Robert-Jan Sips, Manuel Valle Torre, Christoph Lofi, Aless Bozzon, ro, Geert-Jan Houben

Social media provides a timely yet challenging data source for adverse drug reaction (ADR) detection.

Data Augmentation