Pitfalls of defacing whole-head MRI: re-identification risk with diffusion models and compromised research potential.

Wed, 01 Jan 2025 00:00:00 +0100

Chenyu Gao, Kaiwen Xu, Michael E. Kim, Lianrui Zuo, Zhiyuan Li, Derek B. Archer, Timothy J. Hohman, Ann Zenobia Moore, Luigi Ferrucci, Lori L. Beason-Held, Susan M. Resnick, Christos Davatzikos, Jerry L. Prince, Bennett A. Landman:
Pitfalls of defacing whole-head MRI: re-identification risk with diffusion models and compromised research potential. CoRR abs/2501.18834 (2025)