Unveiling sub-populations in critical care settings: a real-world data approach in COVID-19
By leveraging RWD and advanced clustering techniques, the study provides insights into the heterogeneity of COVID-19 presentations. The findings support the development of classification models that can inform more individualized and effective treatment plans, improving patient outcomes in the future.
Authors
- Jagdeep T. Podichetty (ORCID: https://orcid.org/0009-0001-3922-3549)
- Philippe J. Guérin (ORCID: https://orcid.org/0000-0002-6008-2963)
- Sreekanth Cheruku (ORCID: https://orcid.org/0000-0003-3185-0000)
- Wesley R. Anderson
- Rishad Khan (ORCID: https://orcid.org/0000-0002-5090-7685)
- Andrew P. Michelson (ORCID: https://orcid.org/0000-0001-8112-9516)
- Vishakha K. Kumar (ORCID: https://orcid.org/0000-0003-4998-5114)
- Pam Dasher
- Smith F. Heavner (ORCID: https://orcid.org/0000-0003-0912-0407)
- Kenneth W. Dodd (ORCID: https://orcid.org/0000-0002-9569-8872)
- Ewy A. Mathé (ORCID: https://orcid.org/0000-0003-4491-8107)
- Nicholas M. Mohr (ORCID: https://orcid.org/0000-0003-0497-5828)
- Aneesh K. Mehta (ORCID: https://orcid.org/0000-0002-6552-9162)
- Danielle M. Boyce (ORCID: https://orcid.org/0000-0002-5206-7552)
- Namrata Patil
- Andrew J Williams
- R. Bruce Gould
Institutions
- Tufts University (US)
- Brigham and Women's Hospital (US)
- Centers for Disease Control and Prevention (US)
- Johns Hopkins University (US)
- Emory University (US)
- University of South Carolina (US)
- Washington University in St. Louis (US)
- Johns Hopkins Medicine (US)
- Society of Critical Care Medicine (US)
- Critical Path Institute (US)
- Advocate Health Care (US)
- Centers for Disease Control and Prevention (UG)
- The Centers (US)
- University of Iowa Health Care (US)
- Centers for Disease Control and Prevention (KE)
- National Center for Advancing Translational Sciences (US)
- Infectious Diseases Data Observatory (GB)
- Clemson University (US)
- The University of Texas Southwestern Medical Center (US)
Publication Details
- Journal
- Frontiers in Public Health
- Published
- 2025-05-15
- DOI
- https://doi.org/10.3389/fpubh.2025.1544904
- Primary Topic
- COVID-19 epidemiological studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- U.S. Department of Health and Human Services
- National Institutes of Health
- National Center for Advancing Translational Sciences