Carson Tao

According to our database, Carson Tao authored at least 8 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Exploring Drug Switching in Patients: A Deep Learning-based Approach to Extract Drug Changes and Reasons from Social Media.

Mourad Sarrouti, Carson Tao, Yoann Mamy Randriamihaja

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022

Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets.

Mourad Sarrouti, Carson Tao, Yoann Mamy Randriamihaja

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

2019

An Exploratory Study on Pseudo-Data Generation in Prescription and Adverse Drug Reaction Extraction.

Carson Tao, Kahyun Lee, Michele Filannino, Özlem Uzuner

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018

Extracting ADRs from Drug Labels using Bi-LSTM and CRFs.

Carson Tao, Michele Filannino, Özlem Uzuner

Proceedings of the AMIA 2018, 2018

FABLE: A Semi-Supervised Prescription Information Extraction System.

Carson Tao, Michele Filannino, Özlem Uzuner

Proceedings of the AMIA 2018, 2018

2017

Prescription extraction using CRFs and word embeddings.

Carson Tao, Michele Filannino, Özlem Uzuner

J. Biomed. Informatics, 2017

Extracting and Normalizing Adverse Drug Reactions from Drug Labels.

Carson Tao, Kahyun Lee, Michele Filannino, Kevin Buchan, Kathy Lee, Tilak Raj Arora, Joey Liu, Oladimeji Farri, Özlem Uzuner

Proceedings of the 2017 Text Analysis Conference, 2017

2015

An experimental platform for interpreting open-source health data though integration with dynamic disease models and geoplots.

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 B. Homer, Jianping Xu

Proceedings of the 17th International Conference on E-health Networking, 2015