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Driving success in personalized medicine through AI-enabled computational modeling.
Drug Discov Today. 2021 Jun;26(6):1459-1465. doi: 10.1016/j.drudis.2021.02.007. Epub 2021 Feb 17.
Drug Discov Today. 2021.
PMID: 33609781
Review.
Molecular Simulation and Statistical Learning Methods toward Predicting Drug-Polymer Amorphous Solid Dispersion Miscibility, Stability, and Formulation Design.
Walden DM, Bundey Y, Jagarapu A, Antontsev V, Chakravarty K, Varshney J.
Walden DM, et al. Among authors: bundey y.
Molecules. 2021 Jan 1;26(1):182. doi: 10.3390/molecules26010182.
Molecules. 2021.
PMID: 33401494
Free PMC article.
Review.
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Accelerated Repurposing and Drug Development of Pulmonary Hypertension Therapies for COVID-19 Treatment Using an AI-Integrated Biosimulation Platform.
Chakravarty K, Antontsev VG, Khotimchenko M, Gupta N, Jagarapu A, Bundey Y, Hou H, Maharao N, Varshney J.
Chakravarty K, et al. Among authors: bundey y.
Molecules. 2021 Mar 29;26(7):1912. doi: 10.3390/molecules26071912.
Molecules. 2021.
PMID: 33805419
Free PMC article.
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A hybrid modeling approach for assessing mechanistic models of small molecule partitioning in vivo using a machine learning-integrated modeling platform.
Antontsev V, Jagarapu A, Bundey Y, Hou H, Khotimchenko M, Walsh J, Varshney J.
Antontsev V, et al. Among authors: bundey y.
Sci Rep. 2021 May 27;11(1):11143. doi: 10.1038/s41598-021-90637-1.
Sci Rep. 2021.
PMID: 34045592
Free PMC article.
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Integrating AI/ML Models for Patient Stratification Leveraging Omics Dataset and Clinical Biomarkers from COVID-19 Patients: A Promising Approach to Personalized Medicine.
Bello B, Bundey YN, Bhave R, Khotimchenko M, Baran SW, Chakravarty K, Varshney J.
Bello B, et al. Among authors: bundey yn.
Int J Mol Sci. 2023 Mar 26;24(7):6250. doi: 10.3390/ijms24076250.
Int J Mol Sci. 2023.
PMID: 37047222
Free PMC article.
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