Statnikov A - Search Results

1

Early identification of posttraumatic stress following military deployment: Application of machine learning methods to a prospective study of Danish soldiers.

Karstoft KI, Statnikov A, Andersen SB, Madsen T, Galatzer-Levy IR. Karstoft KI, et al. Among authors: statnikov a. J Affect Disord. 2015 Sep 15;184:170-5. doi: 10.1016/j.jad.2015.05.057. Epub 2015 Jun 10. J Affect Disord. 2015. PMID: 26093830

2

Quantitative forecasting of PTSD from early trauma responses: a Machine Learning application.

Galatzer-Levy IR, Karstoft KI, Statnikov A, Shalev AY. Galatzer-Levy IR, et al. Among authors: statnikov a. J Psychiatr Res. 2014 Dec;59:68-76. doi: 10.1016/j.jpsychires.2014.08.017. Epub 2014 Sep 16. J Psychiatr Res. 2014. PMID: 25260752 Free PMC article.

3

Bridging a translational gap: using machine learning to improve the prediction of PTSD.

Karstoft KI, Galatzer-Levy IR, Statnikov A, Li Z, Shalev AY; members of Jerusalem Trauma Outreach and Prevention Study (J-TOPS) group. Karstoft KI, et al. Among authors: statnikov a. BMC Psychiatry. 2015 Mar 16;15:30. doi: 10.1186/s12888-015-0399-8. BMC Psychiatry. 2015. PMID: 25886446 Free PMC article.

4

Utilization of machine learning for prediction of post-traumatic stress: a re-examination of cortisol in the prediction and pathways to non-remitting PTSD.

Galatzer-Levy IR, Ma S, Statnikov A, Yehuda R, Shalev AY. Galatzer-Levy IR, et al. Among authors: statnikov a. Transl Psychiatry. 2017 Mar 21;7(3):e0. doi: 10.1038/tp.2017.38. Transl Psychiatry. 2017. PMID: 28323285 Free PMC article.

5

Computational Methods for Unraveling Temporal Brain Connectivity Data.

Ray B, Statnikov A, Aliferis C. Ray B, et al. Among authors: statnikov a. AMIA Annu Symp Proc. 2015 Nov 5;2015:2043-52. eCollection 2015. AMIA Annu Symp Proc. 2015. PMID: 26958304 Free PMC article.

6

De-novo learning of genome-scale regulatory networks in S. cerevisiae.

Ma S, Kemmeren P, Gresham D, Statnikov A. Ma S, et al. Among authors: statnikov a. PLoS One. 2014 Sep 12;9(9):e106479. doi: 10.1371/journal.pone.0106479. eCollection 2014. PLoS One. 2014. PMID: 25215507 Free PMC article.

7

An Evaluation of Active Learning Causal Discovery Methods for Reverse-Engineering Local Causal Pathways of Gene Regulation.

Ma S, Kemmeren P, Aliferis CF, Statnikov A. Ma S, et al. Among authors: statnikov a. Sci Rep. 2016 Mar 4;6:22558. doi: 10.1038/srep22558. Sci Rep. 2016. PMID: 26939894 Free PMC article.

8

Expanding the understanding of biases in development of clinical-grade molecular signatures: a case study in acute respiratory viral infections.

Lytkin NI, McVoy L, Weitkamp JH, Aliferis CF, Statnikov A. Lytkin NI, et al. Among authors: statnikov a. PLoS One. 2011;6(6):e20662. doi: 10.1371/journal.pone.0020662. Epub 2011 Jun 1. PLoS One. 2011. PMID: 21673802 Free PMC article.

9

Plasma levels of interleukin-1 receptor antagonist (IL1Ra) predict radiographic progression of symptomatic knee osteoarthritis.

Attur M, Statnikov A, Samuels J, Li Z, Alekseyenko AV, Greenberg JD, Krasnokutsky S, Rybak L, Lu QA, Todd J, Zhou H, Jordan JM, Kraus VB, Aliferis CF, Abramson SB. Attur M, et al. Among authors: statnikov a. Osteoarthritis Cartilage. 2015 Nov;23(11):1915-24. doi: 10.1016/j.joca.2015.08.006. Osteoarthritis Cartilage. 2015. PMID: 26521737 Free PMC article.

10

A Complex Systems Approach to Causal Discovery in Psychiatry.

Saxe GN, Statnikov A, Fenyo D, Ren J, Li Z, Prasad M, Wall D, Bergman N, Briggs EC, Aliferis C. Saxe GN, et al. Among authors: statnikov a. PLoS One. 2016 Mar 30;11(3):e0151174. doi: 10.1371/journal.pone.0151174. eCollection 2016. PLoS One. 2016. PMID: 27028297 Free PMC article.

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