Carson Tao

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 7

Top Topics

Adverse Drug Reaction

Information Extraction

Top Venues

Publications

Mourad Sarrouti, Carson Tao, Yoann Mamy Randriamihaja
Exploring Drug Switching in Patients: A Deep Learning-based Approach to Extract Drug Changes and Reasons from Social Media. BioNLP@ACL (2023)
Mourad Sarrouti, Carson Tao, Yoann Mamy Randriamihaja
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets. BioNLP@ACL (2022)
Carson Tao, Kahyun Lee, Michele Filannino, Özlem Uzuner
An Exploratory Study on Pseudo-Data Generation in Prescription and Adverse Drug Reaction Extraction. MedInfo (2019)
Carson Tao, Michele Filannino, Özlem Uzuner
FABLE: A Semi-Supervised Prescription Information Extraction System. AMIA (2018)
Carson Tao, Michele Filannino, Özlem Uzuner
Extracting ADRs from Drug Labels using Bi-LSTM and CRFs. AMIA (2018)
Carson Tao, Michele Filannino, Özlem Uzuner
Prescription extraction using CRFs and word embeddings. J. Biomed. Informatics 72 (2017)
Carson Tao, Kahyun Lee, Michele Filannino, Kevin Buchan, Kathy Lee, Tilak Raj Arora, Joey Liu, Oladimeji Farri, Özlem Uzuner
Extracting and Normalizing Adverse Drug Reactions from Drug Labels. TAC (2017)
Eliot H. Rich, David F. Andersen, William Augustine, Felipe Cronemberger, Katrina Hull, Luis F. Luna-Reyes, Roderick MacDonald, Mahdi M. Najafabadi, Smita Sharma, Carson Tao, James P. Houghton, Jack Homer, Jianping Xu
An experimental platform for interpreting open-source health data though integration with dynamic disease models and geoplots. HealthCom (2015)