| Explainable artificial intelligence methods in combating pandemics: A systematic review F Giuste, W Shi, Y Zhu, T Naren, M Isgut, Y Sha, L Tong, M Gupte, ... IEEE Reviews in Biomedical Engineering 16, 5-21, 2022 | 103 | 2022 |
| The impact of psychological distress during pregnancy on the developing fetus: biological mechanisms and the potential benefits of mindfulness interventions M Isgut, AK Smith, ES Reimann, O Kucuk, J Ryan Journal of perinatal medicine 45 (9), 999-1011, 2017 | 78 | 2017 |
| Application of combination high‐throughput phenotypic screening and target identification methods for the discovery of natural product‐based combination drugs M Isgut, M Rao, C Yang, V Subrahmanyam, PCG Rida, R Aneja Medicinal research reviews 38 (2), 504-524, 2018 | 66 | 2018 |
| Highly elevated polygenic risk scores are better predictors of myocardial infarction risk early in life than later M Isgut, J Sun, AA Quyyumi, G Gibson Genome medicine 13, 1-16, 2021 | 46 | 2021 |
| Integrating multi-omics data with EHR for precision medicine using advanced artificial intelligence L Tong, W Shi, M Isgut, Y Zhong, P Lais, L Gloster, J Sun, A Swain, ... IEEE Reviews in Biomedical Engineering, 2023 | 30 | 2023 |
| Systematic review of advanced AI methods for improving healthcare data quality in post COVID-19 Era M Isgut, L Gloster, K Choi, J Venugopalan, MD Wang IEEE Reviews in Biomedical Engineering 16, 53-69, 2022 | 27 | 2022 |
| Early and fair COVID-19 outcome risk assessment using robust feature selection FO Giuste, L He, P Lais, W Shi, Y Zhu, A Hornback, C Tsai, M Isgut, ... Scientific Reports 13 (1), 18981, 2023 | 10 | 2023 |
| Automated risk assessment of COVID-19 patients at diagnosis using electronic healthcare records FO Giuste, LL He, M Isgut, W Shi, BJ Anderson, MD Wang 2021 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2021 | 8 | 2021 |
| & Wang, MD (2023). Integrating multi-omics data with EHR for precision medicine using advanced artificial intelligence L Tong, W Shi, M Isgut, Y Zhong, P Lais, L Gloster IEEE Reviews in Biomedical Engineering, 0 | 8 | |
| Highly elevated polygenic risk scores are better predictors of myocardial infarction risk early in life than later. Genome Med. 2021; 13: 13 M Isgut, J Sun, AA Quyyumi, G Gibson these Indian women would be categorized as 90th percentile and hence would …, 0 | 6 | |
| Effect of case and control definitions on genome-wide association study (GWAS) findings JD Monica Isgut, Kijoung Song, Margaret G. Ehm, May Dongmai Wang Genetic Epidemiology, 1-13, 2023 | 4* | 2023 |
| Method for detection of a nucleic acid target sequence M Isgut US Patent 10,041,109, 2018 | 4 | 2018 |
| GeneDAE: A Sparse Denoising Autoencoder for Deriving Interpretable Gene Embeddings M Isgut, N Jain, A Hornback, K Samel, MD Wang | 2 | 2023 |
| Latent Topic Extraction as a Source of Labeling in Natural Language Processing A Hornback, Y Zhu, M Isgut, W Shi, A Nema, B Anderson, MD Wang 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | 1 | 2023 |
| Uncovering Key Features of Individuals Who Benefit from Polygenic Risk Scores in Prostate Cancer Prediction A Hornback, M Isgut, A Jaishankar, H Sathu, P Avula, MD Wang Proceedings of the 15th ACM International Conference on Bioinformatics …, 2024 | | 2024 |
| 410 (PB398): Optimizing metastatic tumor therapies: innovative drug screening using colonies derived from circulating tumor cells SJ Shih, YC Han, D Hsieh, R Zhang, M Isgut, K Samel European Journal of Cancer 211, 114922, 2024 | | 2024 |
| Crowd-sourced machine learning prediction of long COVID using data from the National COVID Cohort Collaborative T Bergquist, J Loomba, E Pfaff, F Xia, Z Zhao, Y Zhu, E Mitchell, ... EBioMedicine 108, 2024 | | 2024 |
| Identifying and characterizing disease subpopulations that most benefit from polygenic risk scores M Isgut, F Giuste, L Gloster, A Swain, K Choi, A Hornback, SR Deshpande, ... Scientific Reports 14 (1), 22124, 2024 | | 2024 |
| Are gene-by-environment interactions leveraged in multi-modality neural networks for breast cancer prediction? M Isgut, A Hornback, Y Luo, A Khimani, N Jain, MD Wang arXiv preprint arXiv:2407.20978, 2024 | | 2024 |
| Pilot Study on the Feasibility of a Meditation Intervention to Change Telomere Length in College Students M Isgut | | 2015 |