Isgut M - Search Results

1

Integrating Multi-Omics Data With EHR for Precision Medicine Using Advanced Artificial Intelligence.

Tong L, Shi W, Isgut M, Zhong Y, Lais P, Gloster L, Sun J, Swain A, Giuste F, Wang MD. Tong L, et al. Among authors: isgut m. IEEE Rev Biomed Eng. 2024;17:80-97. doi: 10.1109/RBME.2023.3324264. Epub 2024 Jan 12. IEEE Rev Biomed Eng. 2024. PMID: 37824325 Review.

2

Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review.

Giuste F, Shi W, Zhu Y, Naren T, Isgut M, Sha Y, Tong L, Gupte M, Wang MD. Giuste F, et al. Among authors: isgut m. IEEE Rev Biomed Eng. 2023;16:5-21. doi: 10.1109/RBME.2022.3185953. Epub 2023 Jan 5. IEEE Rev Biomed Eng. 2023. PMID: 35737637

3

Systematic Review of Advanced AI Methods for Improving Healthcare Data Quality in Post COVID-19 Era.

Isgut M, Gloster L, Choi K, Venugopalan J, Wang MD. Isgut M, et al. IEEE Rev Biomed Eng. 2023;16:53-69. doi: 10.1109/RBME.2022.3216531. Epub 2023 Jan 5. IEEE Rev Biomed Eng. 2023. PMID: 36269930

4

Identifying and characterizing disease subpopulations that most benefit from polygenic risk scores.

Isgut M, Giuste F, Gloster L, Swain A, Choi K, Hornback A, Deshpande SR, Wang MD. Isgut M, et al. Sci Rep. 2024 Sep 27;14(1):22124. doi: 10.1038/s41598-024-63705-5. Sci Rep. 2024. PMID: 39333190 Free PMC article.

5

Crowd-sourced machine learning prediction of long COVID using data from the National COVID Cohort Collaborative.

Bergquist T, Loomba J, Pfaff E, Xia F, Zhao Z, Zhu Y, Mitchell E, Bhattacharya B, Shetty G, Munia T, Delong G, Tariq A, Butzin-Dozier Z, Ji Y, Li H, Coyle J, Shi S, Philips RV, Mertens A, Pirracchio R, van der Laan M, Colford JM Jr, Hubbard A, Gao J, Chen G, Velingker N, Li Z, Wu Y, Stein A, Huang J, Dai Z, Long Q, Naik M, Holmes J, Mowery D, Wong E, Parekh R, Getzen E, Hightower J, Blase J; Long COVID Computational Challenge Participants; N3C Consortium. Bergquist T, et al. EBioMedicine. 2024 Oct;108:105333. doi: 10.1016/j.ebiom.2024.105333. Epub 2024 Sep 24. EBioMedicine. 2024. PMID: 39321500 Free PMC article.

6

Early and fair COVID-19 outcome risk assessment using robust feature selection.

Giuste FO, He L, Lais P, Shi W, Zhu Y, Hornback A, Tsai C, Isgut M, Anderson B, Wang MD. Giuste FO, et al. Among authors: isgut m. Sci Rep. 2023 Nov 3;13(1):18981. doi: 10.1038/s41598-023-36175-4. Sci Rep. 2023. PMID: 37923795 Free PMC article.

7

Effect of case and control definitions on genome-wide association study (GWAS) findings.

Isgut M, Song K, Ehm MG, Wang MD, Davitte J. Isgut M, et al. Genet Epidemiol. 2023 Jul;47(5):394-406. doi: 10.1002/gepi.22523. Epub 2023 Apr 6. Genet Epidemiol. 2023. PMID: 37021827

8

Highly elevated polygenic risk scores are better predictors of myocardial infarction risk early in life than later.

Isgut M, Sun J, Quyyumi AA, Gibson G. Isgut M, et al. Genome Med. 2021 Jan 28;13(1):13. doi: 10.1186/s13073-021-00828-8. Genome Med. 2021. PMID: 33509272 Free PMC article.

9

Application of Combination High-Throughput Phenotypic Screening and Target Identification Methods for the Discovery of Natural Product-Based Combination Drugs.

Isgut M, Rao M, Yang C, Subrahmanyam V, Rida PCG, Aneja R. Isgut M, et al. Med Res Rev. 2018 Mar;38(2):504-524. doi: 10.1002/med.21444. Epub 2017 May 16. Med Res Rev. 2018. PMID: 28510271 Review.

10

The impact of psychological distress during pregnancy on the developing fetus: biological mechanisms and the potential benefits of mindfulness interventions.

Isgut M, Smith AK, Reimann ES, Kucuk O, Ryan J. Isgut M, et al. J Perinat Med. 2017 Dec 20;45(9):999-1011. doi: 10.1515/jpm-2016-0189. J Perinat Med. 2017. PMID: 28141546 Review.

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