Xu H - Search Results

1

Machine learning for predicting the response of breast cancer to neoadjuvant chemotherapy.

Mani S, Chen Y, Li X, Arlinghaus L, Chakravarthy AB, Abramson V, Bhave SR, Levy MA, Xu H, Yankeelov TE. Mani S, et al. Among authors: xu h. J Am Med Inform Assoc. 2013 Jul-Aug;20(4):688-95. doi: 10.1136/amiajnl-2012-001332. Epub 2013 Apr 24. J Am Med Inform Assoc. 2013. PMID: 23616206 Free PMC article.

2

A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries.

Jiang M, Chen Y, Liu M, Rosenbloom ST, Mani S, Denny JC, Xu H. Jiang M, et al. Among authors: xu h. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):601-6. doi: 10.1136/amiajnl-2011-000163. Epub 2011 Apr 20. J Am Med Inform Assoc. 2011. PMID: 21508414 Free PMC article.

3

Applying active learning to assertion classification of concepts in clinical text.

Chen Y, Mani S, Xu H. Chen Y, et al. Among authors: xu h. J Biomed Inform. 2012 Apr;45(2):265-72. doi: 10.1016/j.jbi.2011.11.003. Epub 2011 Nov 22. J Biomed Inform. 2012. PMID: 22127105 Free PMC article.

4

Detecting abbreviations in discharge summaries using machine learning methods.

Wu Y, Rosenbloom ST, Denny JC, Miller RA, Mani S, Giuse DA, Xu H. Wu Y, et al. Among authors: xu h. AMIA Annu Symp Proc. 2011;2011:1541-9. Epub 2011 Oct 22. AMIA Annu Symp Proc. 2011. PMID: 22195219 Free PMC article.

5

Extracting and integrating data from entire electronic health records for detecting colorectal cancer cases.

Xu H, Fu Z, Shah A, Chen Y, Peterson NB, Chen Q, Mani S, Levy MA, Dai Q, Denny JC. Xu H, et al. AMIA Annu Symp Proc. 2011;2011:1564-72. Epub 2011 Oct 22. AMIA Annu Symp Proc. 2011. PMID: 22195222 Free PMC article.

6

Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs.

Liu M, Wu Y, Chen Y, Sun J, Zhao Z, Chen XW, Matheny ME, Xu H. Liu M, et al. Among authors: xu h. J Am Med Inform Assoc. 2012 Jun;19(e1):e28-35. doi: 10.1136/amiajnl-2011-000699. J Am Med Inform Assoc. 2012. PMID: 22718037 Free PMC article.

7

Identifying the status of genetic lesions in cancer clinical trial documents using machine learning.

Wu Y, Levy MA, Micheel CM, Yeh P, Tang B, Cantrell MJ, Cooreman SM, Xu H. Wu Y, et al. Among authors: xu h. BMC Genomics. 2012;13 Suppl 8(Suppl 8):S21. doi: 10.1186/1471-2164-13-S8-S21. Epub 2012 Dec 17. BMC Genomics. 2012. PMID: 23282337 Free PMC article.

8

Applying active learning to supervised word sense disambiguation in MEDLINE.

Chen Y, Cao H, Mei Q, Zheng K, Xu H. Chen Y, et al. Among authors: xu h. J Am Med Inform Assoc. 2013 Sep-Oct;20(5):1001-6. doi: 10.1136/amiajnl-2012-001244. Epub 2013 Jan 30. J Am Med Inform Assoc. 2013. PMID: 23364851 Free PMC article.

9

A hybrid system for temporal information extraction from clinical text.

Tang B, Wu Y, Jiang M, Chen Y, Denny JC, Xu H. Tang B, et al. Among authors: xu h. J Am Med Inform Assoc. 2013 Sep-Oct;20(5):828-35. doi: 10.1136/amiajnl-2013-001635. Epub 2013 Apr 9. J Am Med Inform Assoc. 2013. PMID: 23571849 Free PMC article.

10

Applying active learning to high-throughput phenotyping algorithms for electronic health records data.

Chen Y, Carroll RJ, Hinz ER, Shah A, Eyler AE, Denny JC, Xu H. Chen Y, et al. Among authors: xu h. J Am Med Inform Assoc. 2013 Dec;20(e2):e253-9. doi: 10.1136/amiajnl-2013-001945. Epub 2013 Jul 13. J Am Med Inform Assoc. 2013. PMID: 23851443 Free PMC article.

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