Crossmark

Data leakage in machine learning studies creep into meta-analytic estimates of predictive performance

Published Online: 2025-10-30

Published Print: 2025-12

Authors

van de Mortel, Laurens A. https://orcid.org/0000-0003-0567-340X
van Wingen, Guido A.
Funding

Funding for this research was provided by:

Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWA.1518.22.017)

Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWA.1518.22.017)
License Information

Text and Data Mining valid from 2025-10-30

Version of Record valid from 2025-10-30
More Information

Article History

Received: 29 August 2025

Revised: 25 September 2025

Accepted: 23 October 2025

First Online: 30 October 2025

Competing interests

: G.V.W. has previously received research funding from Biogen, Bitbrain and Philips for unrelated work. There are no other conflicts of interest.

Document is current