Automated Matchmaking of Researcher Biosketches and Funder Requests for Proposals Using Deep Neural Networks.
IEEE Access, 2024
Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition.
J. Am. Medical Informatics Assoc., July, 2023
Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing.
J. Biomed. Informatics, 2022
Building siamese attention-augmented recurrent convolutional neural networks for document similarity scoring.
Inf. Sci., 2022
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.
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J. Am. Medical Informatics Assoc., 2018
Team UKNLP: Detecting ADRs, Classifying Medication Intake Messages, and Normalizing ADR Mentions on Twitter.
Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium (AMIA 2017), 2017
Exploratory Analysis of Marketing and Non-marketing E-cigarette Themes on Twitter.
Proceedings of the Social Informatics - 8th International Conference, 2016
Exploratory Analysis of Marketing Vs. Non-Marketing Tweets on E-Cigarettes.
Proceedings of the AMIA 2016, 2016
On Assessing the Sentiment of General Tweets.
Proceedings of the Advances in Artificial Intelligence, 2015
Unsupervised Extraction of Diagnosis Codes from EMRs Using Knowledge-Based and Extractive Text Summarization Techniques.
Proceedings of the Advances in Artificial Intelligence, 2013