Utilization of machine learning for prediction of post-traumatic stress: a re-examination of cortisol in the prediction and pathways to non-remitting PTSD von Galatzer-Levy, I R, Ma, S, Statnikov, A, Yehuda, R, Shalev, A Y

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Plasma levels of interleukin-1 receptor antagonist (IL1Ra) predict radiographic progression of symptomatic knee osteoarthritis von Attur, M, Statnikov, A, Samuels, J, Li, Z, Alekseyenko, A.V, Greenberg, J.D, Krasnokutsky, S, Rybak, L, Lu, Q.A, Todd, J, Zhou, H, Jordan, J.M, Kraus, V.B, Aliferis, C.F, Abramson, S.B

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HITON: a novel Markov Blanket algorithm for optimal variable selection von Aliferis, C F, Tsamardinos, I, Statnikov, A

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Wisdom of crowds for robust gene network inference von Marbach, Daniel, Costello, James C, Küffner, Robert, Vega, Nicole M, Prill, Robert J, Camacho, Diogo M, Allison, Kyle R, Kellis, Manolis, Collins, James J, Stolovitzky, Gustavo

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Elevated peripheral blood leukocyte inflammatory gene expression in radiographic progressors with symptomatic knee osteoarthritis: NYU and OAI cohorts von Attur, M, Statnikov, A, Krasnokutsky, S, Kraus, V, Jordan, J.M, Mitchell, B.D, Yau, M, Patel, J, Aliferis, C.F, Hochberg, M, Samuels, J, Abramson, S.B

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Multicriteria analysis tools in real-life problems von Statnikov, R., Bordetsky, A., Statnikov, A., Yanushkevich, I.

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A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis von Statnikov, Alexander, Aliferis, Constantin F., Tsamardinos, Ioannis, Hardin, Douglas, Levy, Shawn

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In silico prediction of the neutralization range of human anti-HIV monoclonal antibodies von Shmelkov, E, Krachmarov, C, Grigoryan, A, Agarwal, A, Statnikov, A, Cardozo, T

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Inflammatory genomic and plasma biomarkers predict progression of symptomatic knee OA (SKOA) von Attur, M, Statnikov, A, Aliferis, C.F, Li, Z, Krasnokutsky, S, Samuels, J, Greenberg, J.D, Patel, J, Oh, C, Lu, Q.A, Ramirez, R, Todd, J, Abramson, S.B

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Regression of atherosclerosis is characterized by broad changes in the plaque macrophage transcriptome von Feig, Jonathan E, Vengrenyuk, Yuliya, Reiser, Vladimir, Wu, Chaowei, Statnikov, Alexander, Aliferis, Constantin F, Garabedian, Michael J, Fisher, Edward A, Puig, Oscar

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GEMS: A system for automated cancer diagnosis and biomarker discovery from microarray gene expression data von Statnikov, Alexander, Tsamardinos, Ioannis, Dosbayev, Yerbolat, Aliferis, Constantin F.

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Text Categorization Models for High-Quality Article Retrieval in Internal Medicine von Aphinyanaphongs, Yindalon, Tsamardinos, Ioannis, Statnikov, Alexander, Hardin, Douglas, Aliferis, Constantin F.

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Multicriteria analysis of real-life engineering optimization problems: statement and solution von Statnikov, R.B., Bordetsky, A., Statnikov, A.

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The FAST-AIMS Clinical Mass Spectrometry Analysis System von Fananapazir, Nafeh, Statnikov, Alexander, Aliferis, Constantin F.

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Analysis of the Distribution of Anomalies and Long-term Variability of Total Ozone from Satellite Data von Dvoretskaya, I. V., Kruchenitskii, G. M., Statnikov, K. A.

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Analysis of the Distribution of Anomalies and Long-termVariability of Total Ozone from Satellite Data von Dvoretskaya, I V, Kruchenitskii, G M, Statnikov, K A

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A comparison of citation metrics to machine learning filters for the identification of high quality MEDLINE documents von Aphinyanaphongs, Yindalon, Statnikov, Alexander, Aliferis, Constantin F

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Causal graph-based analysis of genome-wide association data in rheumatoid arthritis von Alekseyenko, Alexander V, Lytkin, Nikita I, Ai, Jizhou, Ding, Bo, Padyukov, Leonid, Aliferis, Constantin F, Statnikov, Alexander

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Ozone Content over the Russian Federation in 2018 von Ivanova, N. S., Kruchenitskii, G. M., Kuznetsova, I. N., Lapchenko, V. A., Statnikov, K. A.

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Results of the Cause-Effect Pair Challenge von Guyon, Isabelle, Statnikov, Alexander

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