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Author Details
Full Name
Jun Xu
Affiliation
The University of Texas Health Science Center at Houston
ORCID
Career Start Year
2015
Papers
23
H Index
13
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
31135882
A study of deep learning approaches for medication and adverse drug event extraction from clinical text.
J Am Med Inform Assoc
2020
30700301
Integrating shortest dependency path and sentence sequence into a deep learning framework for relation extraction in clinical text.
BMC Med Inform Decis Mak
2019
31801529
Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text.
BMC Med Inform Decis Mak
2019
32537570
Detect Attributes of Medical Concepts via Sequence Labeling.
IEEE Int Conf Healthc Inform
2019
31141421
Discovery of Noncancer Drug Effects on Survival in Electronic Health Records of Patients With Cancer: A New Paradigm for Drug Repurposing.
JCO Clin Cancer Inform
2019
30961579
Time-sensitive clinical concept embeddings learned from large electronic health records.
BMC Med Inform Decis Mak
2019
30066643
Identifying direct temporal relations between time and events from clinical notes.
BMC Med Inform Decis Mak
2018
29986843
Public Perception Analysis of Tweets During the 2015 Measles Outbreak: Comparative Study Using Convolutional Neural Network Models.
J Med Internet Res
2018
29854252
Clinical Named Entity Recognition Using Deep Learning Models.
AMIA Annu Symp Proc
2018
27539197
A long journey to short abbreviations: developing an open-source framework for clinical abbreviation recognition and disambiguation (CARD).
J Am Med Inform Assoc
2017
28253919
Optimization on machine learning based approaches for sentiment analysis on HPV vaccines related tweets.
J Biomed Semantics
2017
29295066
Comparing Cancer Information Needs for Consumers in the US and China.
Stud Health Technol Inform
2017
28624644
Psychiatric symptom recognition without labeled data using distributional representations of phrases and on-line knowledge.
J Biomed Inform
2017
28699569
Leveraging machine learning-based approaches to assess human papillomavirus vaccination sentiment trends with Twitter data.
BMC Med Inform Decis Mak
2017
28602904
A hybrid approach to automatic de-identification of psychiatric notes.
J Biomed Inform
2017
27099701
Erratum to: Extracting drug-enzyme relation from literature as evidence for drug drug interaction.
J Biomed Semantics
2016
27585838
Leveraging syntactic and semantic graph kernels to extract pharmacokinetic drug drug interactions from biomedical literature.
BMC Syst Biol
2016
27016700
CD-REST: a system for extracting chemical-induced disease relation in literature.
Database (Oxford)
2016
27013523
Extracting genetic alteration information for personalized cancer therapy from ClinicalTrials.gov.
J Am Med Inform Assoc
2016
26955465
Extracting drug-enzyme relation from literature as evidence for drug drug interaction.
J Biomed Semantics
2016
27087307
Chemical named entity recognition in patents by domain knowledge and unsupervised feature learning.
Database (Oxford)
2016
26958273
A Study of Neural Word Embeddings for Named Entity Recognition in Clinical Text.
AMIA Annu Symp Proc
2015
26958274
Citation Sentiment Analysis in Clinical Trial Papers.
AMIA Annu Symp Proc
2015
1 - 23 of 23
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Collaborators
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Co-authored papers
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Degui Zhi
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Hsing-Yi Song
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Ergin Soysal
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Firat Tiryaki
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Kirk Roberts
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