Travis R. Goodwin

CoRR, 2022

2020

A customizable deep learning model for nosocomial risk prediction from critical care notes with indirect supervision.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2020

NLM at TREC 2020 Health Misinformation and Deep Learning Tracks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Towards Zero Shot Conditional Summarization with Adaptive Multi-task Fine-Tuning.

[BibT_eX]

[DOI]

Max E. Savery

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive Summarization.

[BibT_eX]

[DOI]

Max E. Savery

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Bridging the Knowledge Gap: Enhancing Question Answering with World and Domain Knowledge.

[BibT_eX]

[DOI]

CoRR, 2019

Overview of the TAC 2019 Track on Drug-Drug Interaction Extraction from Drug Labels.

[BibT_eX]

[DOI]

Proceedings of the 2019 Text Analysis Conference, 2019

Bridging the Gap Between Consumers' Medication Questions and Trusted Answers.

[BibT_eX]

[DOI]

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

Deep Learning from Incomplete Data: Detecting Imminent Risk of Hospital-acquired Pneumonia in ICU Patients.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2019, 2019

2018

Knowledge Representations and Inference Techniques for Medical Question Answering.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

UTD HLTRI at TREC 2018: Precision Medicine Track.

[BibT_eX]

[DOI]

Stuart J. Taylor

Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Overview of the TAC 2018 Drug-Drug Interaction Extraction from Drug Labels Track.

[BibT_eX]

[DOI]

Proceedings of the 2018 Text Analysis Conference, 2018

The Impact of Inferring Treatments on Information Retrieval for Precision Medicine.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2018, 2018

2017

UTD HLTRI at TREC 2017: Precision Medicine Track.

[BibT_eX]

[DOI]

Michael A. Skinner

Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Active Deep Learning-Based Annotation of Electroencephalography Reports for Cohort Identification.

[BibT_eX]

[DOI]

Ramón Maldonado

Proceedings of the Summit on Clinical Research Informatics, 2017

Deep Learning from EEG Reports for Inferring Underspecified Information.

[BibT_eX]

[DOI]

Proceedings of the Summit on Clinical Research Informatics, 2017

An Evaluation of Syntactic Dependency Parsers on Clinical Data.

[BibT_eX]

[DOI]

Stuart J. Taylor

Proceedings of the AMIA 2017, 2017

Deep Learning Meets Biomedical Ontologies: Knowledge Embeddings for Epilepsy.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2017, 2017

Inferring Clinical Correlations from EEG Reports with Deep Neural Learning.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2017, 2017

A Data-driven Method for the Early Identification of Diabetes and Prediabetes.

[BibT_eX]

[DOI]

Michael E. Bowen

Proceedings of the AMIA 2017, 2017

2016

Embedding Open-domain Common-sense Knowledge from Text.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Inferring the Interactions of Risk Factors from EHRs.

[BibT_eX]

[DOI]

Proceedings of the Summit on Clinical Research Informatics, 2016

Medical Question Answering for Clinical Decision Support.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Multi-modal Patient Cohort Identification from EEG Report and Signal Data.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2016, 2016

2015

The Role of Semantic and Discourse Information in Learning the Structure of Surgical Procedures.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

A Predictive Chronological Model of Multiple Clinical Observations.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Discovering the Temporal Interactions between Clinical Observations.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

2014

UTD at TREC 2014: Query Expansion for Clinical Decision Support.

[BibT_eX]

[DOI]

Proceedings of The Twenty-Third Text REtrieval Conference, 2014

Clinical Data-Driven Probabilistic Graph Processing.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

2013

Graphical Induction of Qualified Medical Knowledge.

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2013

Automatic Generation of a Qualified Medical Knowledge Graph and Its Usage for Retrieving Patient Cohorts from Electronic Medical Records.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

The Impact of Belief Values on the Identification of Patient Cohorts.

[BibT_eX]

[DOI]

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

2012

Cohort Sherpherd II: Verifying Cohort Constraints from Hospital Visits.

[BibT_eX]

[DOI]

Proceedings of The Twenty-First Text REtrieval Conference, 2012

UTDHLT: COPACETIC System for Choosing Plausible Alternatives.

[BibT_eX]

[DOI]

Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Annotating Spatial Containment Relations Between Events.

[BibT_eX]

[DOI]

Kirk Roberts