k-SALSA: k-anonymous synthetic averaging of retinal images via local style alignment

1 code implementation • 20 Mar 2023 • Minkyu Jeon, Hyeonjin Park, Hyunwoo J. Kim, Michael Morley, Hyunghoon Cho

While prior works have explored image de-identification strategies based on synthetic averaging of images in other domains (e. g. facial images), existing techniques face difficulty in preserving both privacy and clinical utility in retinal images, as we demonstrate in our work.

De-identification Generative Adversarial Network