Development and validation of a distributed representation model of Japanese high-dimensional administrative claims data for clinical epidemiology studies
Distributed representation can compress detailed administrative claims data and adjust for unmeasured confounders in comparative effectiveness studies.
Authors
- Kiyohide Fushimi (ORCID: https://orcid.org/0000-0002-1894-0290)
- Hiroki Matsui (ORCID: https://orcid.org/0000-0002-9605-442X)
- Hideo Yasunaga (ORCID: https://orcid.org/0000-0002-6017-469X)
Institutions
- Tokyo Medical and Dental University (JP)
- The University of Tokyo (JP)
Publication Details
- Journal
- BMC Medical Research Methodology
- Published
- 2025-04-11
- DOI
- https://doi.org/10.1186/s12874-025-02549-7
- Primary Topic
- Advanced Causal Inference Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Japan Society for the Promotion of Science