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...

Descripción completa

Detalles Bibliográficos
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:	Article
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)

6 Trends Framing the State of AI and ML
por: Magoulas, Roger
Publicado: (2020)

The Greatest Challenge to Using AI/ML for Primary Health Care: Mindset or Datasets?
por: Troncoso, Erica L.
Publicado: (2020)

Improving ATLAS hadronic object performance with ML/AI
por: Camacho Toro, Reina Coromoto
Publicado: (2023)

Classifying hadronic objects in ATLAS with ML/AI algorithms
por: Sardain, Jad Mathieu
Publicado: (2023)

Editorial: ML and AI Safety, Effectiveness and Explainability in Healthcare
por: Benrimoh, David, et al.
Publicado: (2021)

Modeling Threats to AI-ML Systems Using STRIDE †
por: Mauri, Lara, et al.
Publicado: (2022)

Analysis of environmental factors using AI and ML methods
por: Haq, Mohd Anul, et al.
Publicado: (2022)

Leveraging reimbursement strategies to guide value-based adoption and utilization of medical AI
por: Venkatesh, Kaushik P., et al.
Publicado: (2022)

Leveraging conscious and nonconscious learning for efficient AI
por: St. Clair, Rachel, et al.
Publicado: (2023)

Improving ATLAS hadronic object performance with ML/AI Algorithms
por: Chen, Xiang
Publicado: (2023)

Improving ATLAS Hadronic Object Performance with ML/AI Algorithms
por: Hodkinson, Benjamin Haslum
Publicado: (2023)

Improving ATLAS Hadronic Object Performance with ML/AI Algorithms
por: Fitschen, Tobias
Publicado: (2023)

Improving ATLAS Hadronic Object Performance with ML/AI Algorithms
por: Kong, Albert
Publicado: (2023)

Improving ATLAS Hadronic Object Performance with ML/AI Algorithms
por: Cirotto, Francesco
Publicado: (2023)

Improving ATLAS Hadronic Object Performance with ML/AI Algorithms
por: Hodkinson, Benjamin Haslum
Publicado: (2023)

Improving ATLAS Hadronic Object Performance with ML/AI Algorithms
por: Fitschen, Tobias
Publicado: (2023)

Leveraging the potential of synthetic text for AI in mental healthcare
por: Ive, Julia
Publicado: (2022)

Bioactive Compounds with Antiglioma Activity from Marine Species
por: Khotimchenko, Rodion, et al.
Publicado: (2021)

AI/ML-driven advances in untargeted metabolomics and exposomics for biomedical applications
por: Petrick, Lauren M., et al.
Publicado: (2022)

ReasonML quick start guide: build fast and type-safe react applications that leverage the JavaScript and OcaML ecosystems
por: Rafatpanah, Raphael, et al.
Publicado: (2019)

Leveraging extreme scale analytics, AI and digital twins for maritime digitalization: the VesselAI architecture
por: Ilias, Loukas, et al.
Publicado: (2023)

Leveraging Artificial Intelligence (AI) Capabilities for COVID-19 Containment
por: Surianarayanan, Chellammal, et al.
Publicado: (2021)

A Systematic Review on the Use of AI and ML for Fighting the COVID-19 Pandemic
Publicado: (2021)

A systematic review on AI/ML approaches against COVID-19 outbreak
por: Dogan, Onur, et al.
Publicado: (2021)

Structure-based drug repurposing: Traditional and advanced AI/ML-aided methods
por: Choudhury, Chinmayee, et al.
Publicado: (2022)

Emerging Sensor Communication Network-Based AI/ML Driven Intelligent IoT
por: Sharma, Bhisham, et al.
Publicado: (2023)

Multi-omic stratification of the missense variant cysteinome
por: Desai, Heta, et al.
Publicado: (2023)

Editorial: Leveraging machine learning for omics-driven biomarker discovery
por: Li, Sheng, et al.
Publicado: (2023)

Leveraging User-Friendly Network Approaches to Extract Knowledge From High-Throughput Omics Datasets
por: Ramos, Pablo Ivan Pereira, et al.
Publicado: (2019)

What about the environment? Leveraging multi-omic datasets to characterize the environment’s role in human health
por: Passero, Kristin, et al.
Publicado: (2021)

Leveraging explainable AI for gut microbiome-based colorectal cancer classification
por: Rynazal, Ryza, et al.
Publicado: (2023)

Leverage zones in Responsible AI: towards a systems thinking conceptualization
por: Nabavi, Ehsan, et al.
Publicado: (2023)

Comparative performance of ATLAS boosted  W taggers using different AI/ML algorithms
por: LeBlanc, Matt
Publicado: (2023)

Exploring gender biases in ML and AI academic research through systematic literature review
por: Shrestha, Sunny, et al.
Publicado: (2022)

Using AI–ML to Augment the Capabilities of Social Media for Telehealth and Remote Patient Monitoring
por: Leung, Ricky
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_pnitaesmnke03oukjq5seugkpb