Crossmark

Counterfactual prediction from machine learning models: transportability and joint analysis for model development and evaluation using multi-source data

Crossref DOI link: https://doi.org/10.1186/s41512-025-00201-y

Published Online: 2025-10-02

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Voter, Sarah C.

Dahabreh, Issa J.

Boyer, Christopher B.

Rahbar, Habib

Kontos, Despina

Steingrimsson, Jon A.
Funding

Funding for this research was provided by:

National Cancer Institute (R01 CA268341-01A1, R01 CA268341-01A1, R01 CA268341-01A1, R01 CA268341-01A1, R01 CA268341-01A1, R01 CA268341-01A1)
License Information

Text and Data Mining valid from 2025-10-02

Version of Record valid from 2025-10-02
More Information

Article History

Received: 31 January 2025

Accepted: 20 June 2025

First Online: 2 October 2025

Declarations

:

: Not applicable.

: Not applicable.

: The authors declare that they have no competing interests.

Document is current

Any future updates will be listed below