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Tung Tran
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Predicting Mental Conditions Based on “History of Present Illness” in Psychiatric Notes with Deep Neural Networks
T Tran, R Kavuluru
Journal of Biomedical Informatics 75, S138-S148, 2017
1172017
Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task
A Sarker, M Belousov, J Friedrichs, K Hakala, S Kiritchenko, F Mehryary, ...
Journal of the American Medical Informatics Association 25 (10), 1274-1283, 2018
962018
Extracting Drug-Drug Interactions with Word and Character-Level Recurrent Neural Networks
R Kavuluru, A Rios, T Tran
Proceedings of the Fifth IEEE International Conference on Healthcare …, 2017
772017
Neural Metric Learning for Fast End-to-End Relation Extraction
T Tran, R Kavuluru
arXiv preprint arXiv:1905.07458, 2019
562019
Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine
R Islamaj Doğan, S Kim, A Chatr-aryamontri, CH Wei, DC Comeau, ...
Database: The Journal of Biological Databases and Curation 2019, 1-17, 2019
552019
Social media surveillance for perceived therapeutic effects of cannabidiol (CBD) products
T Tran, R Kavuluru
International Journal of Drug Policy 77, 102688, 2020
402020
Confirm or refute?: A comparative study on citation sentiment classification in clinical research publications
H Kilicoglu, Z Peng, S Tafreshi, T Tran, G Rosemblat, J Schneider
Journal of Biomedical Informatics 91, 103123, 2019
352019
An End-to-End Deep Learning Architecture for Extracting Protein–Protein Interactions Affected by Genetic Mutations
T Tran, R Kavuluru
Database: The Journal of Biological Databases and Curation 2018, 1-13, 2018
27*2018
Supervised Approaches to Assign Cooperative Patent Classification (CPC) Codes to Patents
T Tran, R Kavuluru
Proceedings of the Fifth International Conference on Mining Intelligence and …, 2017
272017
Team UKNLP: Detecting ADRs, classifying medication in-take messages, and normalizing ADR mentions on Twitter
S Han, T Tran, A Rios, R Kavuluru
Proceedings of the 2nd Social Media Mining for Health Research and …, 2017
242017
Distant Supervision for Treatment Relation Extraction by Leveraging MeSH Subheadings
T Tran, R Kavuluru
Artificial Intelligence in Medicine 98, 18-26, 2019
172019
A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug Labels
T Tran, R Kavuluru, H Kilicoglu
arXiv preprint arXiv:1905.07464, 2019
72019
Attention-gated graph convolutions for extracting drug interaction information from drug labels
T Tran, R Kavuluru, H Kilicoglu
ACM transactions on computing for healthcare 2 (2), 1-19, 2021
62021
Identifying current Juul users among emerging adults through Twitter feeds
T Tran, MJ Ickes, JW Hester, R Kavuluru
International journal of medical informatics 146, 104350, 2021
12021
Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP)
A Rios, T Tran, R Kavuluru
Proceedings of the Fifth Workshop on Computational Linguistics and Clinical …, 2018
12018
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