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Author Details

Jun Xu
The University of Texas Health Science Center at Houston
2015
23
13
PMIDPaper TitleJournal TitlePublished Year
31135882A study of deep learning approaches for medication and adverse drug event extraction from clinical text.J Am Med Inform Assoc2020
30700301Integrating shortest dependency path and sentence sequence into a deep learning framework for relation extraction in clinical text.BMC Med Inform Decis Mak2019
31801529Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text.BMC Med Inform Decis Mak2019
32537570Detect Attributes of Medical Concepts via Sequence Labeling.IEEE Int Conf Healthc Inform2019
31141421Discovery of Noncancer Drug Effects on Survival in Electronic Health Records of Patients With Cancer: A New Paradigm for Drug Repurposing.JCO Clin Cancer Inform2019
30961579Time-sensitive clinical concept embeddings learned from large electronic health records.BMC Med Inform Decis Mak2019
30066643Identifying direct temporal relations between time and events from clinical notes.BMC Med Inform Decis Mak2018
29986843Public Perception Analysis of Tweets During the 2015 Measles Outbreak: Comparative Study Using Convolutional Neural Network Models.J Med Internet Res2018
29854252Clinical Named Entity Recognition Using Deep Learning Models.AMIA Annu Symp Proc2018
27539197A long journey to short abbreviations: developing an open-source framework for clinical abbreviation recognition and disambiguation (CARD).J Am Med Inform Assoc2017
28253919Optimization on machine learning based approaches for sentiment analysis on HPV vaccines related tweets.J Biomed Semantics2017
29295066Comparing Cancer Information Needs for Consumers in the US and China.Stud Health Technol Inform2017
28624644Psychiatric symptom recognition without labeled data using distributional representations of phrases and on-line knowledge.J Biomed Inform2017
28699569Leveraging machine learning-based approaches to assess human papillomavirus vaccination sentiment trends with Twitter data.BMC Med Inform Decis Mak2017
28602904A hybrid approach to automatic de-identification of psychiatric notes.J Biomed Inform2017
27099701Erratum to: Extracting drug-enzyme relation from literature as evidence for drug drug interaction.J Biomed Semantics2016
27585838Leveraging syntactic and semantic graph kernels to extract pharmacokinetic drug drug interactions from biomedical literature.BMC Syst Biol2016
27016700CD-REST: a system for extracting chemical-induced disease relation in literature.Database (Oxford)2016
27013523Extracting genetic alteration information for personalized cancer therapy from ClinicalTrials.gov.J Am Med Inform Assoc2016
26955465Extracting drug-enzyme relation from literature as evidence for drug drug interaction.J Biomed Semantics2016
27087307Chemical named entity recognition in patents by domain knowledge and unsupervised feature learning.Database (Oxford)2016
26958273A Study of Neural Word Embeddings for Named Entity Recognition in Clinical Text.AMIA Annu Symp Proc2015
26958274Citation Sentiment Analysis in Clinical Trial Papers.AMIA Annu Symp Proc2015
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Collaborators

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University of Florida
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College of Materials and Chemical Engineering, Zhengzhou University of Light Industry
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Harbin Medical University
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Georgia Institute of Technology, National Library of Medicine, University of Texas Health Science Center at Houston, University of Texas at Dallas
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Center for Computational Health
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