Shivakumar MK - Search Results

1

Increasing the Density of Laboratory Measures for Machine Learning Applications.

Abedi V, Li J, Shivakumar MK, Avula V, Chaudhary DP, Shellenberger MJ, Khara HS, Zhang Y, Lee MTM, Wolk DM, Yeasin M, Hontecillas R, Bassaganya-Riera J, Zand R. Abedi V, et al. Among authors: shivakumar mk. J Clin Med. 2020 Dec 30;10(1):103. doi: 10.3390/jcm10010103. J Clin Med. 2020. PMID: 33396741 Free PMC article.

2

Genome-wide polygenic risk scores for hypertensive disease during pregnancy can also predict the risk for long-term cardiovascular disease.

Lee SM, Shivakumar M, Xiao B, Jung SH, Nam Y, Yun JS, Choe EK, Jung YM, Oh S, Park JS, Jun JK, Kim D. Lee SM, et al. Am J Obstet Gynecol. 2023 Sep;229(3):298.e1-298.e19. doi: 10.1016/j.ajog.2023.03.013. Epub 2023 Mar 16. Am J Obstet Gynecol. 2023. PMID: 36933686 Free PMC article.

3

Future risk of metabolic syndrome after recurrent pregnancy loss: a cohort study using UK Biobank.

Bae JH, Jung YM, Lee J, Shivakumar M, Park CW, Park JS, Jun JK, Kim D, Kim SK, Lee SM. Bae JH, et al. Fertil Steril. 2023 Dec;120(6):1227-1233. doi: 10.1016/j.fertnstert.2023.09.012. Fertil Steril. 2023. PMID: 38008468 Free article.

4

Multivariate mediation analysis with voxel-based morphometry revealed the neurodegeneration pathways from genetic variants to Alzheimer's Disease.

Mu S, Bao J, Xu H, Shivakumar M, Yang S, Ning X, Kim D, Davatzikos C, Shou H, Shen L; ADNI. Mu S, et al. AMIA Jt Summits Transl Sci Proc. 2024 May 31;2024:344-353. eCollection 2024. AMIA Jt Summits Transl Sci Proc. 2024. PMID: 38827096 Free PMC article.

5

Population Performance and Individual Agreement of Coronary Artery Disease Polygenic Risk Scores.

Abramowitz SA, Boulier K, Keat K, Cardone KM, Shivakumar M, DePaolo J, Judy R, Kim D, Rader DJ, Ritchie MD, Voight BF, Pasaniuc B, Levin MG, Damrauer SM. Abramowitz SA, et al. medRxiv [Preprint]. 2024 Oct 17:2024.07.25.24310931. doi: 10.1101/2024.07.25.24310931. medRxiv. 2024. Update in: JAMA. 2025 Jan 7;333(1):60-70. doi: 10.1001/jama.2024.23784. PMID: 39108513 Free PMC article. Updated. Preprint.

6

Quality Control Procedures for Genome-Wide Association Studies.

Truong VQ, Woerner JA, Cherlin TA, Bradford Y, Lucas AM, Okeh CC, Shivakumar MK, Hui DH, Kumar R, Pividori M, Jones SC, Bossa AC, Turner SD, Ritchie MD, Verma SS. Truong VQ, et al. Among authors: shivakumar mk. Curr Protoc. 2022 Nov;2(11):e603. doi: 10.1002/cpz1.603. Curr Protoc. 2022. PMID: 36441943

7

Harnessing Artificial Intelligence in Multimodal Omics Data Integration: Paving the Path for the Next Frontier in Precision Medicine.

Nam Y, Kim J, Jung SH, Woerner J, Suh EH, Lee DG, Shivakumar M, Lee ME, Kim D. Nam Y, et al. Annu Rev Biomed Data Sci. 2024 Aug;7(1):225-250. doi: 10.1146/annurev-biodatasci-102523-103801. Epub 2024 Jul 24. Annu Rev Biomed Data Sci. 2024. PMID: 38768397 Free article. Review.

8

Long-term cardiovascular outcomes of gestational diabetes mellitus: a prospective UK Biobank study.

Lee SM, Shivakumar M, Park JW, Jung YM, Choe EK, Kwak SH, Oh S, Park JS, Jun JK, Kim D, Yun JS. Lee SM, et al. Cardiovasc Diabetol. 2022 Oct 29;21(1):221. doi: 10.1186/s12933-022-01663-w. Cardiovasc Diabetol. 2022. PMID: 36309714 Free PMC article.

9

Genome-wide Association Analysis Across 16,956 Patients Identifies a Novel Genetic Association Between BMP6, NIPAL1, CNGA1 and Spondylosis.

Zhang Y, Grant RA, Shivakumar MK, Zaleski M, Sofoluke N, Slotkin JR, Williams MS, Lee MTM. Zhang Y, et al. Among authors: shivakumar mk. Spine (Phila Pa 1976). 2021 Jun 1;46(11):E625-E631. doi: 10.1097/BRS.0000000000003880. Spine (Phila Pa 1976). 2021. PMID: 33332786

10

Genetic Analysis of Functional Rare Germline Variants across Nine Cancer Types from an Electronic Health Record Linked Biobank.

Shivakumar M, Miller JE, Dasari VR, Zhang Y, Lee MTM, Carey DJ, Gogoi R, Kim D; DiscovEHR collaboration. Shivakumar M, et al. Cancer Epidemiol Biomarkers Prev. 2021 Sep;30(9):1681-1688. doi: 10.1158/1055-9965.EPI-21-0082. Epub 2021 Jul 8. Cancer Epidemiol Biomarkers Prev. 2021. PMID: 34244158 Free PMC article.

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