Reproducibility in Medical AI: An Open, Democratic Future Is Essential | MedPage Today

peter.suber's bookmarks 2025-06-24

Summary:

"<any thought leaders in digital health are converging on a solution [to the problem of black-box AI]: an open, democratic AI ecosystem. By insisting on shared data, open-source models, transparent methodologies, and strong regulatory oversight, we can flip the script from "faith-based" to evidence-based AI in medicine."

Link:

https://www.medpagetoday.com/opinion/second-opinions/116171?xid=nl_secondopinion_2025-06-24&mh=62c62f3a9e406eb89b4a4f28814f9bff&zdee=gAAAAABm4wjtPjpcU2uSc6bX-6zVEGTDclDCNhBZN_lryWSS9Pe_hiArAeCz8d151qYAYOOEnT-c8zn7C8QRCWtu4a4y9Fqqr6vbwYr3PGBOIKJRwIMW2HI%3D

From feeds:

Open Access Tracking Project (OATP) ยป peter.suber's bookmarks

Tags:

oa.new oa.medicine oa.ai oa.reproducibility oa.floss oa.data oa.quality

Date tagged:

06/24/2025, 16:22

Date published:

06/24/2025, 12:22