Liu H - Search Results

1

Using ensemble of ensemble machine learning methods to predict outcomes of cardiac resynchronization.

Cai C, Tafti AP, Ngufor C, Zhang P, Xiao P, Dai M, Liu H, Noseworthy P, Chen M, Friedman PA, Cha YM. Cai C, et al. Among authors: liu h. J Cardiovasc Electrophysiol. 2021 Sep;32(9):2504-2514. doi: 10.1111/jce.15171. Epub 2021 Jul 27. J Cardiovasc Electrophysiol. 2021. PMID: 34260141

2

Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering.

Ngufor C, Warner MA, Murphree DH, Liu H, Carter R, Storlie CB, Kor DJ. Ngufor C, et al. Among authors: liu h. AMIA Annu Symp Proc. 2018 Apr 16;2017:1332-1341. eCollection 2017. AMIA Annu Symp Proc. 2018. PMID: 29854202 Free PMC article.

3

Automated extraction of sudden cardiac death risk factors in hypertrophic cardiomyopathy patients by natural language processing.

Moon S, Liu S, Scott CG, Samudrala S, Abidian MM, Geske JB, Noseworthy PA, Shellum JL, Chaudhry R, Ommen SR, Nishimura RA, Liu H, Arruda-Olson AM. Moon S, et al. Among authors: liu h, liu s. Int J Med Inform. 2019 Aug;128:32-38. doi: 10.1016/j.ijmedinf.2019.05.008. Epub 2019 May 13. Int J Med Inform. 2019. PMID: 31160009 Free PMC article.

4

Relationship Between Very Cold Outside Weather and Surgical Outcome: Integrating Shallow and Deep Artificial Neural Nets.

Tafti AP, Dong Y, Habermann E, Liu H, Herasevich V. Tafti AP, et al. Among authors: liu h. Stud Health Technol Inform. 2019 Aug 21;264:1783-1784. doi: 10.3233/SHTI190646. Stud Health Technol Inform. 2019. PMID: 31438342

5

Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records.

Wang Y, Zhao Y, Therneau TM, Atkinson EJ, Tafti AP, Zhang N, Amin S, Limper AH, Khosla S, Liu H. Wang Y, et al. Among authors: liu h. J Biomed Inform. 2020 Feb;102:103364. doi: 10.1016/j.jbi.2019.103364. Epub 2019 Dec 28. J Biomed Inform. 2020. PMID: 31891765 Free PMC article.

6

Longitudinal cohorts for harnessing the electronic health record for disease prediction in a US population.

Manemann SM, St Sauver JL, Liu H, Larson NB, Moon S, Takahashi PY, Olson JE, Rocca WA, Miller VM, Therneau TM, Ngufor CG, Roger VL, Zhao Y, Decker PA, Killian JM, Bielinski SJ. Manemann SM, et al. Among authors: liu h. BMJ Open. 2021 Jun 8;11(6):e044353. doi: 10.1136/bmjopen-2020-044353. BMJ Open. 2021. PMID: 34103314 Free PMC article.

7

Special Issue on Healthcare Knowledge Discovery and Management.

Shen F, Chaudhary V, Liu Y, Ngufor C, Liu H. Shen F, et al. Among authors: liu y, liu h. J Healthc Inform Res. 2019 May 28;3(2):157-158. doi: 10.1007/s41666-019-00054-3. eCollection 2019 Jun. J Healthc Inform Res. 2019. PMID: 35415424 Free PMC article. No abstract available.

8

Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm.

Moon S, Liu S, Kshatriya BSA, Fu S, Moser ED, Bielinski SJ, Fan J, Liu H. Moon S, et al. Among authors: liu h, liu s. PLoS One. 2023 Mar 31;18(3):e0283800. doi: 10.1371/journal.pone.0283800. eCollection 2023. PLoS One. 2023. PMID: 37000801 Free PMC article.

9

A Robust e-Epidemiology Tool in Phenotyping Heart Failure with Differentiation for Preserved and Reduced Ejection Fraction: the Electronic Medical Records and Genomics (eMERGE) Network.

Bielinski SJ, Pathak J, Carrell DS, Takahashi PY, Olson JE, Larson NB, Liu H, Sohn S, Wells QS, Denny JC, Rasmussen-Torvik LJ, Pacheco JA, Jackson KL, Lesnick TG, Gullerud RE, Decker PA, Pereira NL, Ryu E, Dart RA, Peissig P, Linneman JG, Jarvik GP, Larson EB, Bock JA, Tromp GC, de Andrade M, Roger VL. Bielinski SJ, et al. Among authors: liu h. J Cardiovasc Transl Res. 2015 Nov;8(8):475-83. doi: 10.1007/s12265-015-9644-2. Epub 2015 Jul 21. J Cardiovasc Transl Res. 2015. PMID: 26195183 Free PMC article.

10

Postoperative bleeding risk prediction for patients undergoing colorectal surgery.

Chen D, Afzal N, Sohn S, Habermann EB, Naessens JM, Larson DW, Liu H. Chen D, et al. Among authors: liu h. Surgery. 2018 Dec;164(6):1209-1216. doi: 10.1016/j.surg.2018.05.043. Epub 2018 Jul 20. Surgery. 2018. PMID: 30033185 Free PMC article.

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