Pak M - Search Results

1

DGDRP: drug-specific gene selection for drug response prediction via re-ranking through propagating and learning biological network.

Pak M, Bang D, Sung I, Kim S, Lee S. Pak M, et al. Front Genet. 2024 Sep 20;15:1441558. doi: 10.3389/fgene.2024.1441558. eCollection 2024. Front Genet. 2024. PMID: 39371421 Free PMC article.

2

Improved drug response prediction by drug target data integration via network-based profiling.

Pak M, Lee S, Sung I, Koo B, Kim S. Pak M, et al. Brief Bioinform. 2023 Mar 19;24(2):bbad034. doi: 10.1093/bib/bbad034. Brief Bioinform. 2023. PMID: 36752352

3

AutoCoV: tracking the early spread of COVID-19 in terms of the spatial and temporal patterns from embedding space by K-mer based deep learning.

Sung I, Lee S, Pak M, Shin Y, Kim S. Sung I, et al. Among authors: pak m. BMC Bioinformatics. 2022 Apr 25;23(Suppl 3):149. doi: 10.1186/s12859-022-04679-x. BMC Bioinformatics. 2022. PMID: 35468739 Free PMC article.

4

PropaNet: Time-Varying Condition-Specific Transcriptional Network Construction by Network Propagation.

Ahn H, Jo K, Jeong D, Pak M, Hur J, Jung W, Kim S. Ahn H, et al. Among authors: pak m. Front Plant Sci. 2019 Jun 14;10:698. doi: 10.3389/fpls.2019.00698. eCollection 2019. Front Plant Sci. 2019. PMID: 31258543 Free PMC article.

5

Impact of mutations in DNA methylation modification genes on genome-wide methylation landscapes and downstream gene activations in pan-cancer.

Lee CJ, Ahn H, Jeong D, Pak M, Moon JH, Kim S. Lee CJ, et al. Among authors: pak m. BMC Med Genomics. 2020 Feb 24;13(Suppl 3):27. doi: 10.1186/s12920-020-0659-4. BMC Med Genomics. 2020. PMID: 32093698 Free PMC article.

6

Dual Representation Learning for Predicting Drug-side Effect Frequency using Protein Target Information.

Park S, Lee S, Pak M, Kim S. Park S, et al. Among authors: pak m. IEEE J Biomed Health Inform. 2024 Jan 5;PP. doi: 10.1109/JBHI.2024.3350083. Online ahead of print. IEEE J Biomed Health Inform. 2024. PMID: 38241108

7

Hepatic GSK3β-Dependent CRY1 Degradation Contributes to Diabetic Hyperglycemia.

Kim YY, Jang H, Lee G, Jeon YG, Sohn JH, Han JS, Lee WT, Park J, Huh JY, Nahmgoong H, Han SM, Kim J, Pak M, Kim S, Kim JS, Kim JB. Kim YY, et al. Among authors: pak m. Diabetes. 2022 Jul 1;71(7):1373-1387. doi: 10.2337/db21-0649. Diabetes. 2022. PMID: 35476750

8

MLDEG: A Machine Learning Approach to Identify Differentially Expressed Genes Using Network Property and Network Propagation.

Moon JH, Lee S, Pak M, Hur B, Kim S. Moon JH, et al. Among authors: pak m. IEEE/ACM Trans Comput Biol Bioinform. 2022 Jul-Aug;19(4):2356-2364. doi: 10.1109/TCBB.2021.3067613. Epub 2022 Aug 8. IEEE/ACM Trans Comput Biol Bioinform. 2022. PMID: 33750713

9

PredIDR: Accurate prediction of protein intrinsic disorder regions using deep convolutional neural network.

Han KS, Song SR, Pak MH, Kim CS, Ri CP, Del Conte A, Piovesan D. Han KS, et al. Among authors: pak mh. Int J Biol Macromol. 2024 Nov 19;284(Pt 1):137665. doi: 10.1016/j.ijbiomac.2024.137665. Online ahead of print. Int J Biol Macromol. 2024. PMID: 39571839

10

Predictors of COVID-Related stress in a community sample in Turkey: a cross-sectional study.

Özmete E, Pak M, Duru S. Özmete E, et al. Among authors: pak m. Int J Environ Health Res. 2024 Jul 3:1-15. doi: 10.1080/09603123.2024.2375350. Online ahead of print. Int J Environ Health Res. 2024. PMID: 38961682

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