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Travis Goodwin
Travis Goodwin
Applied Scientist, AWS
Verified email at amazon.com
Title
Cited by
Cited by
Year
Medical question answering for clinical decision support
TR Goodwin, SM Harabagiu
Proceedings of the 25th ACM international on conference on information and …, 2016
812016
Automatic generation of a qualified medical knowledge graph and its usage for retrieving patient cohorts from electronic medical records
T Goodwin, SM Harabagiu
Seventh International Conference onSemantic Computing (ICSC), IEEE 2013, 363-370, 2013
532013
Knowledge representations and inference techniques for medical question answering
TR Goodwin, SM Harabagiu
ACM transactions on intelligent systems and technology (TIST) 9 (2), 1-26, 2017
392017
Flight of the PEGASUS? Comparing transformers on few-shot and zero-shot multi-document abstractive summarization
TR Goodwin, ME Savery, D Demner-Fushman
Proceedings of COLING. International Conference on Computational Linguistics …, 2020
372020
Bridging the Gap Between Consumers' Medication Questions and Trusted Answers.
AB Abacha, Y Mrabet, M Sharp, TR Goodwin, SE Shooshan, ...
MedInfo, 25-29, 2019
312019
UTD at TREC 2014: Query expansion for clinical decision support
T Goodwin, SM Harabagiu
Text REtrieval Conference 2014, 2014
292014
Towards zero-shot conditional summarization with adaptive multi-task fine-tuning
TR Goodwin, ME Savery, D Demner-Fushman
Proceedings of the Conference on Empirical Methods in Natural Language …, 2020
262020
Multi-modal patient cohort identification from EEG report and signal data
TR Goodwin, SM Harabagiu
AMIA Annual Symposium Proceedings 2016, 1794, 2016
262016
UTDHLT: COPACETIC system for choosing plausible alternatives
T Goodwin, B Rink, K Roberts, S Harabagiu
* SEM 2012: The First Joint Conference on Lexical and Computational …, 2012
242012
UTD HLTRI at TREC 2017: Precision Medicine Track.
TR Goodwin, MA Skinner, SM Harabagiu
TREC, 2017
232017
Automatic recognition of symptom severity from psychiatric evaluation records
TR Goodwin, R Maldonado, SM Harabagiu
Journal of Biomedical Informatics 75, S71-S84, 2017
232017
A customizable deep learning model for nosocomial risk prediction from critical care notes with indirect supervision
TR Goodwin, D Demner-Fushman
Journal of the American Medical Informatics Association 27 (4), 567-576, 2020
182020
Deep learning meets biomedical ontologies: knowledge embeddings for epilepsy
R Maldonado, TR Goodwin, MA Skinner, SM Harabagiu
AMIA Annual Symposium Proceedings 2017, 1233, 2017
182017
Overview of the TAC 2018 Drug-Drug Interaction Extraction from Drug Labels Track.
D Demner-Fushman, KW Fung, P Do, RD Boyce, TR Goodwin
TAC, 2018
172018
Cohort shepherd: Discovering cohort traits from hospital visits
T Goodwin, B Rink, K Roberts, SM Harabagiu
Proceedings of The 20th Text REtrieval Conference, 2011
172011
Deep learning from EEG reports for inferring underspecified information
TR Goodwin, SM Harabagiu
AMIA Summits on Translational Science Proceedings 2017, 112, 2017
142017
Learning relevance models for patient cohort retrieval
TR Goodwin, SM Harabagiu
JAMIA open 1 (2), 265-275, 2018
132018
Active deep learning-based annotation of electroencephalography reports for cohort identification
R Maldonado, TR Goodwin, SM Harabagiu
AMIA Summits on Translational Science Proceedings 2017, 229, 2017
122017
Enhancing question answering by injecting ontological knowledge through regularization
TR Goodwin, D Demner-Fushman
Proceedings of the Conference on Empirical Methods in Natural Language …, 2020
92020
Automatically linking registered clinical trials to their published results with deep highway networks
TR Goodwin, MA Skinner, SM Harabagiu
AMIA Summits on Translational Science Proceedings 2018, 54, 2018
92018
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