Cargando…
Integrating AI/ML Models for Patient Stratification Leveraging Omics Dataset and Clinical Biomarkers from COVID-19 Patients: A Promising Approach to Personalized Medicine
The COVID-19 pandemic has presented an unprecedented challenge to the healthcare system. Identifying the genomics and clinical biomarkers for effective patient stratification and management is critical to controlling the spread of the disease. Omics datasets provide a wealth of information that can...
Autores principales: | Bello, Babatunde, Bundey, Yogesh N., Bhave, Roshan, Khotimchenko, Maksim, Baran, Szczepan W., Chakravarty, Kaushik, Varshney, Jyotika |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10094615/ https://www.ncbi.nlm.nih.gov/pubmed/37047222 http://dx.doi.org/10.3390/ijms24076250 |
Ejemplares similares
-
Accelerated Repurposing and Drug Development of Pulmonary Hypertension Therapies for COVID-19 Treatment Using an AI-Integrated Biosimulation Platform
por: Chakravarty, Kaushik, et al.
Publicado: (2021) -
A hybrid modeling approach for assessing mechanistic models of small molecule partitioning in vivo using a machine learning-integrated modeling platform
por: Antontsev, Victor, et al.
Publicado: (2021) -
Molecular Simulation and Statistical Learning Methods toward Predicting Drug–Polymer Amorphous Solid Dispersion Miscibility, Stability, and Formulation Design
por: Walden, Daniel M., et al.
Publicado: (2021) -
In Silico Simulation of the Systemic Drug Exposure Following the Topical Application of Opioid Analgesics in Patients with Cutaneous Lesions
por: Khotimchenko, Maksim, et al.
Publicado: (2021) -
Effects of Magnesium, Calcium, and Aluminum Chelation on Fluoroquinolone Absorption Rate and Bioavailability: A Computational Study
por: Walden, Daniel M., et al.
Publicado: (2021)