Estiri H - Search Results

1

Evolving phenotypes of non-hospitalized patients that indicate long COVID.

Estiri H, Strasser ZH, Brat GA, Semenov YR; Consortium for Characterization of COVID-19 by EHR (4CE); Patel CJ, Murphy SN. Estiri H, et al. BMC Med. 2021 Sep 27;19(1):249. doi: 10.1186/s12916-021-02115-0. BMC Med. 2021. PMID: 34565368 Free PMC article.

2

Exploring completeness in clinical data research networks with DQe-c.

Estiri H, Stephens KA, Klann JG, Murphy SN. Estiri H, et al. J Am Med Inform Assoc. 2018 Jan 1;25(1):17-24. doi: 10.1093/jamia/ocx109. J Am Med Inform Assoc. 2018. PMID: 29069394 Free PMC article.

3

Feasibility of Homomorphic Encryption for Sharing I2B2 Aggregate-Level Data in the Cloud.

Raisaro JL, Klann JG, Wagholikar KB, Estiri H, Hubaux JP, Murphy SN. Raisaro JL, et al. Among authors: estiri h. AMIA Jt Summits Transl Sci Proc. 2018 May 18;2017:176-185. eCollection 2018. AMIA Jt Summits Transl Sci Proc. 2018. PMID: 29888067 Free PMC article.

4

Semi-supervised encoding for outlier detection in clinical observation data.

Estiri H, Murphy SN. Estiri H, et al. Comput Methods Programs Biomed. 2019 Nov;181:104830. doi: 10.1016/j.cmpb.2019.01.002. Epub 2019 Jan 12. Comput Methods Programs Biomed. 2019. PMID: 30658851 Free PMC article.

5

A federated EHR network data completeness tracking system.

Estiri H, Klann JG, Weiler SR, Alema-Mensah E, Joseph Applegate R, Lozinski G, Patibandla N, Wei K, Adams WG, Natter MD, Ofili EO, Ostasiewski B, Quarshie A, Rosenthal GE, Bernstam EV, Mandl KD, Murphy SN. Estiri H, et al. J Am Med Inform Assoc. 2019 Jul 1;26(7):637-645. doi: 10.1093/jamia/ocz014. J Am Med Inform Assoc. 2019. PMID: 30925587 Free PMC article.

6

A clustering approach for detecting implausible observation values in electronic health records data.

Estiri H, Klann JG, Murphy SN. Estiri H, et al. BMC Med Inform Decis Mak. 2019 Jul 23;19(1):142. doi: 10.1186/s12911-019-0852-6. BMC Med Inform Decis Mak. 2019. PMID: 31337390 Free PMC article.

7

Informatics can help providers incorporate context into care.

Estiri H, Patel CJ, Murphy SN. Estiri H, et al. JAMIA Open. 2018 Jun 22;1(1):3-6. doi: 10.1093/jamiaopen/ooy025. eCollection 2018 Jul. JAMIA Open. 2018. PMID: 31984312 Free PMC article.

8

Polar labeling: silver standard algorithm for training disease classifiers.

Wagholikar KB, Estiri H, Murphy M, Murphy SN. Wagholikar KB, et al. Among authors: estiri h. Bioinformatics. 2020 May 1;36(10):3200-3206. doi: 10.1093/bioinformatics/btaa088. Bioinformatics. 2020. PMID: 32049335 Free PMC article.

9

Transitive Sequencing Medical Records for Mining Predictive and Interpretable Temporal Representations.

Estiri H, Strasser ZH, Klann JG, McCoy TH Jr, Wagholikar KB, Vasey S, Castro VM, Murphy ME, Murphy SN. Estiri H, et al. Patterns (N Y). 2020 Jul 10;1(4):100051. doi: 10.1016/j.patter.2020.100051. Epub 2020 Jun 18. Patterns (N Y). 2020. PMID: 32835307 Free PMC article.

10

Generative transfer learning for measuring plausibility of EHR diagnosis records.

Estiri H, Vasey S, Murphy SN. Estiri H, et al. J Am Med Inform Assoc. 2021 Mar 1;28(3):559-568. doi: 10.1093/jamia/ocaa215. J Am Med Inform Assoc. 2021. PMID: 33043366 Free PMC article.

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