Intelligent predictive risk assessment and management of sarcopenia in chronic disease patients using machine learning and a web-based tool
We developed an MLP machine learning model that incorporates only six easily accessible variables, enabling the prediction of sarcopenia risk in individuals with chronic diseases. Additionally, we created a practical online application tool to assist in decision-making and streamline clinical assessments.
Authors
- Ke Rong (ORCID: https://orcid.org/0000-0002-4651-5902)
- Ran Gu (ORCID: https://orcid.org/0000-0002-8958-1715)
- Chunjiang Zhou (ORCID: https://orcid.org/0000-0003-1654-3782)
- Xinglin Yi (ORCID: https://orcid.org/0000-0001-9675-9043)
Institutions
- Karamay Central Hospital of Xinjiang (CN)
- Chongqing Medical University (CN)
Publication Details
- Journal
- European journal of medical research
- Published
- 2025-04-29
- DOI
- https://doi.org/10.1186/s40001-025-02606-3
- Citations
- 5
- Primary Topic
- Nutrition and Health in Aging
- Type
- article
- Field-Weighted Citation Impact
- 5.82