Ma J - Search Results

1

A nonparametric method for value function guided subgroup identification via gradient tree boosting for censored survival data.

Zhang P, Ma J, Chen X, Shentu Y. Zhang P, et al. Among authors: ma j. Stat Med. 2020 Dec 10;39(28):4133-4146. doi: 10.1002/sim.8714. Epub 2020 Aug 12. Stat Med. 2020. PMID: 32786155

2

Covariate-adjusted value-guided subgroup identification via boosting.

Zhang J, Zhang P, Ma J, Shentu Y. Zhang J, et al. Among authors: ma j. J Biopharm Stat. 2023 Nov 13:1-18. doi: 10.1080/10543406.2023.2275757. Online ahead of print. J Biopharm Stat. 2023. PMID: 37955423

3

Extreme Gradient Boosting as a Method for Quantitative Structure-Activity Relationships.

Sheridan RP, Wang WM, Liaw A, Ma J, Gifford EM. Sheridan RP, et al. Among authors: ma j. J Chem Inf Model. 2016 Dec 27;56(12):2353-2360. doi: 10.1021/acs.jcim.6b00591. Epub 2016 Dec 13. J Chem Inf Model. 2016. PMID: 27958738

4

Statistical methods to estimate treatment effects from multichannel electroencephalography (EEG) data in clinical trials.

Ma J, Wang S, Raubertas R, Svetnik V. Ma J, et al. J Neurosci Methods. 2010 Jul 15;190(2):248-57. doi: 10.1016/j.jneumeth.2010.05.013. Epub 2010 May 24. J Neurosci Methods. 2010. PMID: 20580744 Review.

5

Demystifying Multitask Deep Neural Networks for Quantitative Structure-Activity Relationships.

Xu Y, Ma J, Liaw A, Sheridan RP, Svetnik V. Xu Y, et al. Among authors: ma j. J Chem Inf Model. 2017 Oct 23;57(10):2490-2504. doi: 10.1021/acs.jcim.7b00087. Epub 2017 Oct 2. J Chem Inf Model. 2017. PMID: 28872869

6

Deep Dive into Machine Learning Models for Protein Engineering.

Xu Y, Verma D, Sheridan RP, Liaw A, Ma J, Marshall NM, McIntosh J, Sherer EC, Svetnik V, Johnston JM. Xu Y, et al. Among authors: ma j. J Chem Inf Model. 2020 Jun 22;60(6):2773-2790. doi: 10.1021/acs.jcim.0c00073. Epub 2020 May 5. J Chem Inf Model. 2020. PMID: 32250622

7

High-throughput ocular artifact reduction in multichannel electroencephalography (EEG) using component subspace projection.

Ma J, Bayram S, Tao P, Svetnik V. Ma J, et al. J Neurosci Methods. 2011 Mar 15;196(1):131-40. doi: 10.1016/j.jneumeth.2011.01.007. Epub 2011 Jan 12. J Neurosci Methods. 2011. PMID: 21236300

8

Deep neural nets as a method for quantitative structure-activity relationships.

Ma J, Sheridan RP, Liaw A, Dahl GE, Svetnik V. Ma J, et al. J Chem Inf Model. 2015 Feb 23;55(2):263-74. doi: 10.1021/ci500747n. Epub 2015 Feb 17. J Chem Inf Model. 2015. PMID: 25635324

9

EEG power spectra response to a 4-h phase advance and gaboxadol treatment in 822 men and women.

Ma J, Dijk DJ, Svetnik V, Tymofyeyev Y, Ray S, Walsh JK, Deacon S. Ma J, et al. J Clin Sleep Med. 2011 Oct 15;7(5):493-501A. doi: 10.5664/JCSM.1316. J Clin Sleep Med. 2011. PMID: 22003345 Free PMC article. Clinical Trial.

10

Muscle artifacts in multichannel EEG: characteristics and reduction.

Ma J, Tao P, Bayram S, Svetnik V. Ma J, et al. Clin Neurophysiol. 2012 Aug;123(8):1676-86. doi: 10.1016/j.clinph.2011.11.083. Epub 2012 Jan 11. Clin Neurophysiol. 2012. PMID: 22240418

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