Chang EI - Search Results

1

Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features.

Xu Y, Jia Z, Wang LB, Ai Y, Zhang F, Lai M, Chang EI. Xu Y, et al. Among authors: chang ei. BMC Bioinformatics. 2017 May 26;18(1):281. doi: 10.1186/s12859-017-1685-x. BMC Bioinformatics. 2017. PMID: 28549410 Free PMC article.

2

A classification approach to coreference in discharge summaries: 2011 i2b2 challenge.

Xu Y, Liu J, Wu J, Wang Y, Tu Z, Sun JT, Tsujii J, Chang EI. Xu Y, et al. Among authors: chang ei. J Am Med Inform Assoc. 2012 Sep-Oct;19(5):897-905. doi: 10.1136/amiajnl-2011-000734. Epub 2012 Apr 13. J Am Med Inform Assoc. 2012. PMID: 22505762 Free PMC article.

3

Feature engineering combined with machine learning and rule-based methods for structured information extraction from narrative clinical discharge summaries.

Xu Y, Hong K, Tsujii J, Chang EI. Xu Y, et al. Among authors: chang ei. J Am Med Inform Assoc. 2012 Sep-Oct;19(5):824-32. doi: 10.1136/amiajnl-2011-000776. Epub 2012 May 14. J Am Med Inform Assoc. 2012. PMID: 22586067 Free PMC article.

4

Named entity recognition of follow-up and time information in 20,000 radiology reports.

Xu Y, Tsujii J, Chang EI. Xu Y, et al. Among authors: chang ei. J Am Med Inform Assoc. 2012 Sep-Oct;19(5):792-9. doi: 10.1136/amiajnl-2012-000812. Epub 2012 Jul 6. J Am Med Inform Assoc. 2012. PMID: 22771530 Free PMC article.

5

Suicide note sentiment classification: a supervised approach augmented by web data.

Xu Y, Wang Y, Liu J, Tu Z, Sun JT, Tsujii J, Chang E. Xu Y, et al. Biomed Inform Insights. 2012;5(Suppl. 1):31-41. doi: 10.4137/BII.S8956. Epub 2012 Jan 30. Biomed Inform Insights. 2012. PMID: 22879758 Free PMC article.

6

Context-constrained multiple instance learning for histopathology image segmentation.

Xu Y, Zhang J, Chang EI, Lai M, Tu Z. Xu Y, et al. Among authors: chang ei. Med Image Comput Comput Assist Interv. 2012;15(Pt 3):623-30. doi: 10.1007/978-3-642-33454-2_77. Med Image Comput Comput Assist Interv. 2012. PMID: 23286183

7

An end-to-end system to identify temporal relation in discharge summaries: 2012 i2b2 challenge.

Xu Y, Wang Y, Liu T, Tsujii J, Chang EI. Xu Y, et al. Among authors: chang ei. J Am Med Inform Assoc. 2013 Sep-Oct;20(5):849-58. doi: 10.1136/amiajnl-2012-001607. Epub 2013 Mar 6. J Am Med Inform Assoc. 2013. PMID: 23467472 Free PMC article.

8

Building large collections of Chinese and English medical terms from semi-structured and encyclopedia websites.

Xu Y, Wang Y, Sun JT, Zhang J, Tsujii J, Chang E. Xu Y, et al. PLoS One. 2013 Jul 9;8(7):e67526. doi: 10.1371/journal.pone.0067526. Print 2013. PLoS One. 2013. PMID: 23874426 Free PMC article.

9

Joint segmentation and named entity recognition using dual decomposition in Chinese discharge summaries.

Xu Y, Wang Y, Liu T, Liu J, Fan Y, Qian Y, Tsujii J, Chang EI. Xu Y, et al. Among authors: chang ei. J Am Med Inform Assoc. 2014 Feb;21(e1):e84-92. doi: 10.1136/amiajnl-2013-001806. Epub 2013 Aug 9. J Am Med Inform Assoc. 2014. PMID: 23934949 Free PMC article.

10

Multi-label classification for colon cancer using histopathological images.

Xu Y, Jiao L, Wang S, Wei J, Fan Y, Lai M, Chang EI. Xu Y, et al. Among authors: chang ei. Microsc Res Tech. 2013 Dec;76(12):1266-77. doi: 10.1002/jemt.22294. Epub 2013 Oct 5. Microsc Res Tech. 2013. PMID: 24123468

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