Xu H - Search Results

1

DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models.

Luo C, Islam MN, Sheils NE, Buresh J, Reps J, Schuemie MJ, Ryan PB, Edmondson M, Duan R, Tong J, Marks-Anglin A, Bian J, Chen Z, Duarte-Salles T, Fernández-Bertolín S, Falconer T, Kim C, Park RW, Pfohl SR, Shah NH, Williams AE, Xu H, Zhou Y, Lautenbach E, Doshi JA, Werner RM, Asch DA, Chen Y. Luo C, et al. Among authors: xu h. Nat Commun. 2022 Mar 30;13(1):1678. doi: 10.1038/s41467-022-29160-4. Nat Commun. 2022. PMID: 35354802 Free PMC article.

2

An Empirical Study for Impacts of Measurement Errors on EHR based Association Studies.

Duan R, Cao M, Wu Y, Huang J, Denny JC, Xu H, Chen Y. Duan R, et al. Among authors: xu h. AMIA Annu Symp Proc. 2017 Feb 10;2016:1764-1773. eCollection 2016. AMIA Annu Symp Proc. 2017. PMID: 28269935 Free PMC article.

3

Risk of angioedema associated with levetiracetam compared with phenytoin: Findings of the observational health data sciences and informatics research network.

Duke JD, Ryan PB, Suchard MA, Hripcsak G, Jin P, Reich C, Schwalm MS, Khoma Y, Wu Y, Xu H, Shah NH, Banda JM, Schuemie MJ. Duke JD, et al. Among authors: xu h. Epilepsia. 2017 Aug;58(8):e101-e106. doi: 10.1111/epi.13828. Epub 2017 Jul 6. Epilepsia. 2017. PMID: 28681416 Free PMC article.

4

PIE: A prior knowledge guided integrated likelihood estimation method for bias reduction in association studies using electronic health records data.

Huang J, Duan R, Hubbard RA, Wu Y, Moore JH, Xu H, Chen Y. Huang J, et al. Among authors: xu h. J Am Med Inform Assoc. 2018 Mar 1;25(3):345-352. doi: 10.1093/jamia/ocx137. J Am Med Inform Assoc. 2018. PMID: 29206922 Free PMC article.

5

Association of Hemoglobin A1c Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin: Analysis From the Observational Health Data Sciences and Informatics Initiative.

Vashisht R, Jung K, Schuler A, Banda JM, Park RW, Jin S, Li L, Dudley JT, Johnson KW, Shervey MM, Xu H, Wu Y, Natrajan K, Hripcsak G, Jin P, Van Zandt M, Reckard A, Reich CG, Weaver J, Schuemie MJ, Ryan PB, Callahan A, Shah NH. Vashisht R, et al. Among authors: xu h. JAMA Netw Open. 2018 Aug 3;1(4):e181755. doi: 10.1001/jamanetworkopen.2018.1755. JAMA Netw Open. 2018. PMID: 30646124 Free PMC article.

6

Combine Factual Medical Knowledge and Distributed Word Representation to Improve Clinical Named Entity Recognition.

Wu Y, Yang X, Bian J, Guo Y, Xu H, Hogan W. Wu Y, et al. Among authors: xu h. AMIA Annu Symp Proc. 2018 Dec 5;2018:1110-1117. eCollection 2018. AMIA Annu Symp Proc. 2018. PMID: 30815153 Free PMC article.

7

Time-sensitive clinical concept embeddings learned from large electronic health records.

Xiang Y, Xu J, Si Y, Li Z, Rasmy L, Zhou Y, Tiryaki F, Li F, Zhang Y, Wu Y, Jiang X, Zheng WJ, Zhi D, Tao C, Xu H. Xiang Y, et al. Among authors: xu h, xu j. BMC Med Inform Decis Mak. 2019 Apr 9;19(Suppl 2):58. doi: 10.1186/s12911-019-0766-3. BMC Med Inform Decis Mak. 2019. PMID: 30961579 Free PMC article.

8

Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm.

Duan R, Boland MR, Liu Z, Liu Y, Chang HH, Xu H, Chu H, Schmid CH, Forrest CB, Holmes JH, Schuemie MJ, Berlin JA, Moore JH, Chen Y. Duan R, et al. Among authors: xu h. J Am Med Inform Assoc. 2020 Mar 1;27(3):376-385. doi: 10.1093/jamia/ocz199. J Am Med Inform Assoc. 2020. PMID: 31816040 Free PMC article.

9

Learning from local to global: An efficient distributed algorithm for modeling time-to-event data.

Duan R, Luo C, Schuemie MJ, Tong J, Liang CJ, Chang HH, Boland MR, Bian J, Xu H, Holmes JH, Forrest CB, Morton SC, Berlin JA, Moore JH, Mahoney KB, Chen Y. Duan R, et al. Among authors: xu h. J Am Med Inform Assoc. 2020 Jul 1;27(7):1028-1036. doi: 10.1093/jamia/ocaa044. J Am Med Inform Assoc. 2020. PMID: 32626900 Free PMC article.

10

The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment.

Haendel MA, Chute CG, Bennett TD, Eichmann DA, Guinney J, Kibbe WA, Payne PRO, Pfaff ER, Robinson PN, Saltz JH, Spratt H, Suver C, Wilbanks J, Wilcox AB, Williams AE, Wu C, Blacketer C, Bradford RL, Cimino JJ, Clark M, Colmenares EW, Francis PA, Gabriel D, Graves A, Hemadri R, Hong SS, Hripscak G, Jiao D, Klann JG, Kostka K, Lee AM, Lehmann HP, Lingrey L, Miller RT, Morris M, Murphy SN, Natarajan K, Palchuk MB, Sheikh U, Solbrig H, Visweswaran S, Walden A, Walters KM, Weber GM, Zhang XT, Zhu RL, Amor B, Girvin AT, Manna A, Qureshi N, Kurilla MG, Michael SG, Portilla LM, Rutter JL, Austin CP, Gersing KR; N3C Consortium. Haendel MA, et al. J Am Med Inform Assoc. 2021 Mar 1;28(3):427-443. doi: 10.1093/jamia/ocaa196. J Am Med Inform Assoc. 2021. PMID: 32805036 Free PMC article.

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