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Author Details

Steven Bethard
University of Arizona.
2008
18
8
PMIDPaper TitleJournal TitlePublished Year
37780680End-to-end clinical temporal information extraction with multi-head attention.Proc Conf Assoc Comput Linguist Meet2023
32734151Rethinking domain adaptation for machine learning over clinical language.JAMIA Open2020
32044989Does BERT need domain adaptation for clinical negation detection?J Am Med Inform Assoc2020
32719838Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)-based ranking for concept normalization.J Am Med Inform Assoc2020
29316970CUILESS2016: a clinical corpus applying compositional normalization of text mentions.J Biomed Semantics2018
32432133From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations.Trans Assoc Comput Linguist2018
30467557UArizona at the MADE1.0 NLP Challenge.Proc Mach Learn Res2018
29075167UArizona at the CLEF eRisk 2017 Pilot Task: Linear and Recurrent Models for Early Depression Detection.CEUR Workshop Proc2017
28438706Towards generalizable entity-centric clinical coreference resolution.J Biomed Inform2017
27026618Efficient identification of nationally mandated reportable cancer cases using natural language processing and machine learning.J Am Med Inform Assoc2016
26521301Multilayered temporal modeling for the clinical domain.J Am Med Inform Assoc2016
24091648Discovering body site and severity modifiers in clinical texts.J Am Med Inform Assoc2014
29104966ClearTK 2.0: Design Patterns for Machine Learning in UIMA.LREC Int Conf Lang Resour Eval2014
29082229Temporal Annotation in the Clinical Domain.Trans Assoc Comput Linguist2014
24190931Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium.J Am Med Inform Assoc2013
29104970A synchronous context free grammar for time normalization.Proc Conf Empir Methods Nat Lang Process2013
20351919Towards temporal relation discovery from the clinical narrative.AMIA Annu Symp Proc2009
18547432Semantic role labeling for protein transport predicates.BMC Bioinformatics2008
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Collaborators

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University of Minnesota
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Intermountain Medical Center
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Intermountain Healthcare & University of Utah
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Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota
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National Center for Biotechnology Information, National Institutes of Health.
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