Tutorial on Multiple Mediation Analysis Using Causal Networks: Application to Diagnosing COVID-19 From Its Early and Late Symptoms
A network-based multiple mediation analysis led to new insights by integrating findings of 19 separate regressions into a single network model. The procedure showed how artificial intelligence can help in triage of COVID-19 patients from their symptoms, before any home or laboratory tests.
Authors
- Farrokh Alemi (ORCID: https://orcid.org/0000-0002-7402-9063)
- Kyung Hee Lee (ORCID: https://orcid.org/0000-0003-2248-2525)
- Vasantha Sandhya Venu
- Sai Chandra Nikhil Madduru
Institutions
- Lee University (US)
- Vencore (United States) (US)
- Museum of Arts and Design (US)
Publication Details
- Journal
- Quality Management in Health Care
- Published
- 2025-04-16
- DOI
- https://doi.org/10.1097/qmh.0000000000000471
- Primary Topic
- Mental Health Research Topics
- Type
- article
- Field-Weighted Citation Impact
- 0.00