Liu J - Search Results

1

Learning Heterogeneous Hidden Markov Random Fields.

Liu J, Zhang C, Burnside E, Page D. Liu J, et al. JMLR Workshop Conf Proc. 2014;33:576-584. JMLR Workshop Conf Proc. 2014. PMID: 25404989 Free PMC article.

2

High-Dimensional Structured Feature Screening Using Binary Markov Random Fields.

Liu J, Peissig P, Zhang C, Burnside E, McCarty C, Page D. Liu J, et al. JMLR Workshop Conf Proc. 2012;22:712-721. JMLR Workshop Conf Proc. 2012. PMID: 23606924 Free PMC article.

3

Multiple Testing under Dependence via Semiparametric Graphical Models.

Liu J, Zhang C, Burnside E, Page D. Liu J, et al. JMLR Workshop Conf Proc. 2014 Dec 31;32(2):955-963. JMLR Workshop Conf Proc. 2014. PMID: 25309970 Free PMC article.

4

Structure-Leveraged Methods in Breast Cancer Risk Prediction.

Fan J, Wu Y, Yuan M, Page D, Liu J, Ong IM, Peissig P, Burnside E. Fan J, et al. Among authors: liu j. J Mach Learn Res. 2016 Dec;17:85. J Mach Learn Res. 2016. PMID: 28559747 Free PMC article.

5

Stochastic Learning for Sparse Discrete Markov Random Fields with Controlled Gradient Approximation Error.

Geng S, Kuang Z, Liu J, Wright S, Page D. Geng S, et al. Among authors: liu j. Uncertain Artif Intell. 2018 Aug;2018:156-166. Uncertain Artif Intell. 2018. PMID: 30555282 Free PMC article.

6

Graphical-model Based Multiple Testing under Dependence, with Applications to Genome-wide Association Studies.

Liu J, Peissig P, Zhang C, Burnside E, McCarty C, Page D. Liu J, et al. Uncertain Artif Intell. 2012;2012:511-522. Uncertain Artif Intell. 2012. PMID: 25285046 Free PMC article.

7

Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models.

Liu J, Page D. Liu J, et al. Adv Neural Inf Process Syst. 2013 Dec 5;2013:1232-1240. Adv Neural Inf Process Syst. 2013. PMID: 25404848 Free PMC article.

8

Developing a clinical utility framework to evaluate prediction models in radiogenomics.

Wu Y, Liu J, Del Rio AM, Page DC, Alagoz O, Peissig P, Onitilo AA, Burnside ES. Wu Y, et al. Among authors: liu j. Proc SPIE Int Soc Opt Eng. 2015 Feb 21;9416:941617. doi: 10.1117/12.2081954. Epub 2015 Mar 17. Proc SPIE Int Soc Opt Eng. 2015. PMID: 27095854 Free PMC article.

9

A Collective Ranking Method for Genome-wide Association Studies.

Liu J, Vidaillet H, Burnside E, Page D. Liu J, et al. ACM BCB. 2012 Oct;2012:313-320. doi: 10.1145/2382936.2382976. ACM BCB. 2012. PMID: 32355913 Free PMC article.

10

Developing a utility decision framework to evaluate predictive models in breast cancer risk estimation.

Wu Y, Abbey CK, Chen X, Liu J, Page DC, Alagoz O, Peissig P, Onitilo AA, Burnside ES. Wu Y, et al. Among authors: liu j. J Med Imaging (Bellingham). 2015 Oct;2(4):041005. doi: 10.1117/1.JMI.2.4.041005. Epub 2015 Aug 17. J Med Imaging (Bellingham). 2015. PMID: 26835489 Free PMC article.

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