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Early and fair COVID-19 outcome risk assessment using robust feature selection.
Sci Rep. 2023 Nov 3;13(1):18981. doi: 10.1038/s41598-023-36175-4.
Sci Rep. 2023.
PMID: 37923795
Free PMC article.
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.
Item in Clipboard
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
Item in Clipboard
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
Item in Clipboard
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
Item in Clipboard
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.
Item in Clipboard
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.
Item in Clipboard
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.
Item in Clipboard
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