Pandey G - Search Results

1

Low-frequency ERK and Akt activity dynamics are predictive of stochastic cell division events.

Bennett JJR, Stern AD, Zhang X, Birtwistle MR, Pandey G. Bennett JJR, et al. Among authors: pandey g. NPJ Syst Biol Appl. 2024 Jun 4;10(1):65. doi: 10.1038/s41540-024-00389-7. NPJ Syst Biol Appl. 2024. PMID: 38834572 Free PMC article.

2

A web portal for exploring kinase-substrate interactions.

Sekar JAP, Li YC, Schlessinger A, Pandey G. Sekar JAP, et al. Among authors: pandey g. NPJ Syst Biol Appl. 2024 Oct 3;10(1):113. doi: 10.1038/s41540-024-00442-5. NPJ Syst Biol Appl. 2024. PMID: 39362876 Free PMC article.

3

Predicting protein function and other biomedical characteristics with heterogeneous ensembles.

Whalen S, Pandey OP, Pandey G. Whalen S, et al. Among authors: pandey g, pandey op. Methods. 2016 Jan 15;93:92-102. doi: 10.1016/j.ymeth.2015.08.016. Epub 2015 Sep 2. Methods. 2016. PMID: 26342255 Free PMC article.

4

Using machine learning to identify air pollution exposure profiles associated with early cognitive skills among U.S. children.

Stingone JA, Pandey OP, Claudio L, Pandey G. Stingone JA, et al. Among authors: pandey g, pandey op. Environ Pollut. 2017 Nov;230:730-740. doi: 10.1016/j.envpol.2017.07.023. Epub 2017 Jul 18. Environ Pollut. 2017. PMID: 28732336 Free PMC article.

5

MetaClean: a machine learning-based classifier for reduced false positive peak detection in untargeted LC-MS metabolomics data.

Chetnik K, Petrick L, Pandey G. Chetnik K, et al. Among authors: pandey g. Metabolomics. 2020 Oct 21;16(11):117. doi: 10.1007/s11306-020-01738-3. Metabolomics. 2020. PMID: 33085002 Free PMC article.

6

Integrating multimodal data through interpretable heterogeneous ensembles.

Li YC, Wang L, Law JN, Murali TM, Pandey G. Li YC, et al. Among authors: pandey g. Bioinform Adv. 2022 Sep 12;2(1):vbac065. doi: 10.1093/bioadv/vbac065. eCollection 2022. Bioinform Adv. 2022. PMID: 36158455 Free PMC article.

7

A primer on the use of machine learning to distil knowledge from data in biological psychiatry.

Quinn TP, Hess JL, Marshe VS, Barnett MM, Hauschild AC, Maciukiewicz M, Elsheikh SSM, Men X, Schwarz E, Trakadis YJ, Breen MS, Barnett EJ, Zhang-James Y, Ahsen ME, Cao H, Chen J, Hou J, Salekin A, Lin PI, Nicodemus KK, Meyer-Lindenberg A, Bichindaritz I, Faraone SV, Cairns MJ, Pandey G, Müller DJ, Glatt SJ; Machine Learning in Psychiatry (MLPsych) Consortium. Quinn TP, et al. Among authors: pandey g. Mol Psychiatry. 2024 Feb;29(2):387-401. doi: 10.1038/s41380-023-02334-2. Epub 2024 Jan 4. Mol Psychiatry. 2024. PMID: 38177352 Review.

8

A comprehensive exploration of the druggable conformational space of protein kinases using AI-predicted structures.

Herrington NB, Li YC, Stein D, Pandey G, Schlessinger A. Herrington NB, et al. Among authors: pandey g. PLoS Comput Biol. 2024 Jul 24;20(7):e1012302. doi: 10.1371/journal.pcbi.1012302. eCollection 2024 Jul. PLoS Comput Biol. 2024. PMID: 39046952 Free PMC article.

9

LEARNING PARSIMONIOUS ENSEMBLES FOR UNBALANCED COMPUTATIONAL GENOMICS PROBLEMS.

Stanescu A, Pandey G. Stanescu A, et al. Among authors: pandey g. Pac Symp Biocomput. 2017;22:288-299. doi: 10.1142/9789813207813_0028. Pac Symp Biocomput. 2017. PMID: 27896983 Free PMC article.

10

Large-scale protein function prediction using heterogeneous ensembles.

Wang L, Law J, Kale SD, Murali TM, Pandey G. Wang L, et al. Among authors: pandey g. F1000Res. 2018 Sep 28;7:ISCB Comm J-1577. doi: 10.12688/f1000research.16415.1. eCollection 2018. F1000Res. 2018. PMID: 30450194 Free PMC article.

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