Lu X - Search Results

1

Machine learning based algorithms to impute PaO₂ from SpO₂ values and development of an online calculator.

Ren S, Zupetic JA, Tabary M, DeSensi R, Nouraie M, Lu X, Boyce RD, Lee JS. Ren S, et al. Among authors: lu x. Sci Rep. 2022 May 17;12(1):8235. doi: 10.1038/s41598-022-12419-7. Sci Rep. 2022. PMID: 35581469 Free PMC article.

2

De novo Prediction of Cell-Drug Sensitivities Using Deep Learning-based Graph Regularized Matrix Factorization.

Ren S, Tao Y, Yu K, Xue Y, Schwartz R, Lu X. Ren S, et al. Among authors: lu x. Pac Symp Biocomput. 2022;27:278-289. Pac Symp Biocomput. 2022. PMID: 34890156 Free PMC article.

3

A signal-based method for finding driver modules of breast cancer metastasis to the lung.

Yan G, Chen V, Lu X, Lu S. Yan G, et al. Among authors: lu x, lu s. Sci Rep. 2017 Aug 30;7(1):10023. doi: 10.1038/s41598-017-09951-2. Sci Rep. 2017. PMID: 28855549 Free PMC article.

4

Unsupervised deep learning reveals prognostically relevant subtypes of glioblastoma.

Young JD, Cai C, Lu X. Young JD, et al. Among authors: lu x. BMC Bioinformatics. 2017 Oct 3;18(Suppl 11):381. doi: 10.1186/s12859-017-1798-2. BMC Bioinformatics. 2017. PMID: 28984190 Free PMC article.

5

Tumour-specific Causal Inference Discovers Distinct Disease Mechanisms Underlying Cancer Subtypes.

Xue Y, Cooper G, Cai C, Lu S, Hu B, Ma X, Lu X. Xue Y, et al. Among authors: lu x, lu s. Sci Rep. 2019 Sep 13;9(1):13225. doi: 10.1038/s41598-019-48318-7. Sci Rep. 2019. PMID: 31519988 Free PMC article.

6

Trans-species learning of cellular signaling systems with bimodal deep belief networks.

Chen L, Cai C, Chen V, Lu X. Chen L, et al. Among authors: lu x. Bioinformatics. 2015 Sep 15;31(18):3008-15. doi: 10.1093/bioinformatics/btv315. Epub 2015 May 20. Bioinformatics. 2015. PMID: 25995230 Free PMC article.

7

Precision Oncology beyond Targeted Therapy: Combining Omics Data with Machine Learning Matches the Majority of Cancer Cells to Effective Therapeutics.

Ding MQ, Chen L, Cooper GF, Young JD, Lu X. Ding MQ, et al. Among authors: lu x. Mol Cancer Res. 2018 Feb;16(2):269-278. doi: 10.1158/1541-7786.MCR-17-0378. Epub 2017 Nov 13. Mol Cancer Res. 2018. PMID: 29133589 Free PMC article.

8

Improving ChIP-seq peak-calling for functional co-regulator binding by integrating multiple sources of biological information.

Osmanbeyoglu HU, Hartmaier RJ, Oesterreich S, Lu X. Osmanbeyoglu HU, et al. Among authors: lu x. BMC Genomics. 2012;13 Suppl 1(Suppl 1):S1. doi: 10.1186/1471-2164-13-S1-S1. Epub 2012 Jan 17. BMC Genomics. 2012. PMID: 22369349 Free PMC article.

9

Learning to encode cellular responses to systematic perturbations with deep generative models.

Xue Y, Ding MQ, Lu X. Xue Y, et al. Among authors: lu x. NPJ Syst Biol Appl. 2020 Nov 6;6(1):35. doi: 10.1038/s41540-020-00158-2. NPJ Syst Biol Appl. 2020. PMID: 33159077 Free PMC article.

10

Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data.

Ogoe HA, Visweswaran S, Lu X, Gopalakrishnan V. Ogoe HA, et al. Among authors: lu x. BMC Bioinformatics. 2015 Jul 23;16:226. doi: 10.1186/s12859-015-0643-8. BMC Bioinformatics. 2015. PMID: 26202217 Free PMC article.

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