Xu H - Search Results

1

The Data-Adaptive Fellegi-Sunter Model for Probabilistic Record Linkage: Algorithm Development and Validation for Incorporating Missing Data and Field Selection.

Li X, Xu H, Grannis S. Li X, et al. Among authors: xu h. J Med Internet Res. 2022 Sep 29;24(9):e33775. doi: 10.2196/33775. J Med Internet Res. 2022. PMID: 36173664 Free PMC article.

2

A practical approach for incorporating dependence among fields in probabilistic record linkage.

Daggy JK, Xu H, Hui SL, Gamache RE, Grannis SJ. Daggy JK, et al. Among authors: xu h. BMC Med Inform Decis Mak. 2013 Aug 30;13:97. doi: 10.1186/1472-6947-13-97. BMC Med Inform Decis Mak. 2013. PMID: 24001000 Free PMC article.

3

Optimal two-phase sampling design for comparing accuracies of two binary classification rules.

Xu H, Hui SL, Grannis S. Xu H, et al. Stat Med. 2014 Feb 10;33(3):500-13. doi: 10.1002/sim.5946. Epub 2013 Sep 4. Stat Med. 2014. PMID: 24038175

4

Evaluating latent class models with conditional dependence in record linkage.

Daggy J, Xu H, Hui S, Grannis S. Daggy J, et al. Among authors: xu h. Stat Med. 2014 Oct 30;33(24):4250-65. doi: 10.1002/sim.6230. Epub 2014 Jun 17. Stat Med. 2014. PMID: 24935712

5

Toward better public health reporting using existing off the shelf approaches: A comparison of alternative cancer detection approaches using plaintext medical data and non-dictionary based feature selection.

Kasthurirathne SN, Dixon BE, Gichoya J, Xu H, Xia Y, Mamlin B, Grannis SJ. Kasthurirathne SN, et al. Among authors: xu h. J Biomed Inform. 2016 Apr;60:145-52. doi: 10.1016/j.jbi.2016.01.008. Epub 2016 Jan 28. J Biomed Inform. 2016. PMID: 26826453 Free article.

6

A practical method for predicting frequent use of emergency department care using routinely available electronic registration data.

Wu J, Grannis SJ, Xu H, Finnell JT. Wu J, et al. Among authors: xu h. BMC Emerg Med. 2016 Feb 9;16:12. doi: 10.1186/s12873-016-0076-3. BMC Emerg Med. 2016. PMID: 26860825 Free PMC article.

7

Automated linkage of patient records from disparate sources.

Li X, Xu H, Shen C, Grannis S. Li X, et al. Among authors: xu h. Stat Methods Med Res. 2018 Jan;27(1):172-184. doi: 10.1177/0962280215626180. Epub 2016 Jul 20. Stat Methods Med Res. 2018. PMID: 28034172

8

Toward better public health reporting using existing off the shelf approaches: The value of medical dictionaries in automated cancer detection using plaintext medical data.

Kasthurirathne SN, Dixon BE, Gichoya J, Xu H, Xia Y, Mamlin B, Grannis SJ. Kasthurirathne SN, et al. Among authors: xu h. J Biomed Inform. 2017 May;69:160-176. doi: 10.1016/j.jbi.2017.04.008. Epub 2017 Apr 12. J Biomed Inform. 2017. PMID: 28410983 Free article.

9

Evaluating the effect of data standardization and validation on patient matching accuracy.

Grannis SJ, Xu H, Vest JR, Kasthurirathne S, Bo N, Moscovitch B, Torkzadeh R, Rising J. Grannis SJ, et al. Among authors: xu h. J Am Med Inform Assoc. 2019 May 1;26(5):447-456. doi: 10.1093/jamia/ocy191. J Am Med Inform Assoc. 2019. PMID: 30848796 Free PMC article.

10

Evaluation of real-world referential and probabilistic patient matching to advance patient identification strategy.

Grannis SJ, Williams JL, Kasthuri S, Murray M, Xu H. Grannis SJ, et al. Among authors: xu h. J Am Med Inform Assoc. 2022 Jul 12;29(8):1409-1415. doi: 10.1093/jamia/ocac068. J Am Med Inform Assoc. 2022. PMID: 35568993 Free PMC article.

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