Improving patient clustering by incorporating structured variable label relationships in similarity measures
Considering label relationships when computing patient similarities improves stratification of patients regarding their health status.
Authors
- Judith Lambert (ORCID: https://orcid.org/0000-0001-5485-3736)
- Anne‐Louise Leutenegger (ORCID: https://orcid.org/0000-0002-1302-4357)
- Anne‐Sophie Jannot (ORCID: https://orcid.org/0000-0002-8001-8539)
- Anaı̈s Baudot (ORCID: https://orcid.org/0000-0003-0885-7933)
Institutions
- Centre National de la Recherche Scientifique (FR)
- Institut national de recherche en sciences et technologies du numérique (FR)
- Inserm (FR)
- Université Paris Cité (FR)
- Aix-Marseille Université (FR)
- Barcelona Supercomputing Center (ES)
- Sorbonne Université (FR)
- Centre de Recherche des Cordeliers (FR)
- Assistance Publique – Hôpitaux de Paris (FR)
- NeuroDiderot (FR)
- Universitat Politècnica de Catalunya (ES)
Publication Details
- Journal
- BMC Medical Research Methodology
- Published
- 2025-03-15
- DOI
- https://doi.org/10.1186/s12874-025-02459-8
- Citations
- 1
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 2.48