Rahman R - Search Results

1

Application of transfer learning for cancer drug sensitivity prediction.

Dhruba SR, Rahman R, Matlock K, Ghosh S, Pal R. Dhruba SR, et al. Among authors: rahman r. BMC Bioinformatics. 2018 Dec 28;19(Suppl 17):497. doi: 10.1186/s12859-018-2465-y. BMC Bioinformatics. 2018. PMID: 30591023 Free PMC article.

2

A Copula Based Approach for Design of Multivariate Random Forests for Drug Sensitivity Prediction.

Haider S, Rahman R, Ghosh S, Pal R. Haider S, et al. Among authors: rahman r. PLoS One. 2015 Dec 10;10(12):e0144490. doi: 10.1371/journal.pone.0144490. eCollection 2015. PLoS One. 2015. PMID: 26658256 Free PMC article.

3

Design of Probabilistic Random Forests with Applications to Anticancer Drug Sensitivity Prediction.

Rahman R, Haider S, Ghosh S, Pal R. Rahman R, et al. Cancer Inform. 2016 Mar 31;14(Suppl 5):57-73. doi: 10.4137/CIN.S30794. eCollection 2015. Cancer Inform. 2016. PMID: 27081304 Free PMC article.

4

IntegratedMRF: random forest-based framework for integrating prediction from different data types.

Rahman R, Otridge J, Pal R. Rahman R, et al. Bioinformatics. 2017 May 1;33(9):1407-1410. doi: 10.1093/bioinformatics/btw765. Bioinformatics. 2017. PMID: 28334269 Free PMC article.

5

Heterogeneity Aware Random Forest for Drug Sensitivity Prediction.

Rahman R, Matlock K, Ghosh S, Pal R. Rahman R, et al. Sci Rep. 2017 Sep 12;7(1):11347. doi: 10.1038/s41598-017-11665-4. Sci Rep. 2017. PMID: 28900181 Free PMC article.

6

Sequential feature selection and inference using multi-variate random forests.

Mayer J, Rahman R, Ghosh S, Pal R. Mayer J, et al. Among authors: rahman r. Bioinformatics. 2018 Apr 15;34(8):1336-1344. doi: 10.1093/bioinformatics/btx784. Bioinformatics. 2018. PMID: 29267851 Free PMC article.

7

Investigation of model stacking for drug sensitivity prediction.

Matlock K, De Niz C, Rahman R, Ghosh S, Pal R. Matlock K, et al. Among authors: rahman r. BMC Bioinformatics. 2018 Mar 21;19(Suppl 3):71. doi: 10.1186/s12859-018-2060-2. BMC Bioinformatics. 2018. PMID: 29589559 Free PMC article.

8

Predictive Modeling of Anti-Cancer Drug Sensitivity from Genetic Characterizations.

Rahman R, Pal R. Rahman R, et al. Methods Mol Biol. 2019;1878:227-241. doi: 10.1007/978-1-4939-8868-6_14. Methods Mol Biol. 2019. PMID: 30378080

9

Functional random forest with applications in dose-response predictions.

Rahman R, Dhruba SR, Ghosh S, Pal R. Rahman R, et al. Sci Rep. 2019 Feb 7;9(1):1628. doi: 10.1038/s41598-018-38231-w. Sci Rep. 2019. PMID: 30733524 Free PMC article.

10

Recursive model for dose-time responses in pharmacological studies.

Dhruba SR, Rahman A, Rahman R, Ghosh S, Pal R. Dhruba SR, et al. Among authors: rahman a, rahman r. BMC Bioinformatics. 2019 Jun 20;20(Suppl 12):317. doi: 10.1186/s12859-019-2831-4. BMC Bioinformatics. 2019. PMID: 31216980 Free PMC article.

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