Uncovering and mitigating bias in large, automated MRI analyses of brain development
Safia Elyounssi, Keiko Kunitoki, Jacqueline Alexandra Clauss, Eline Laurent, Kristina A. Kane, Dylan Hughes, Casey E. Hopkinson, Oren M. Bazer, Rachel Freed Sussman, Alysa E. Doyle, Hang Lee, Brenden Tervo‐Clemmens, Hamdi Eryilmaz, Randy L. Gollub, Deanna M. Barch, , Joshua L. Roffman
This paper identifies and addresses quality-related biases in structural MRI analyses of children by improving automated quality control methods.
bioRxiv · Feb 28, 2023 · PreprintNeuroscience