ssVERDICT: Self-supervised VERDICT-MRI for enhanced prostate tumor characterization.
Snigdha SenSaurabh SinghHayley PyeCaroline M MooreHayley C WhitakerShonit PunwaniClare AllenEleftheria PanagiotakiPaddy J SlatorPublished in: Magnetic resonance in medicine (2024)
ssVERDICT significantly outperforms state-of-the-art methods for VERDICT model fitting and shows, for the first time, fitting of a detailed multicompartment biophysical diffusion MRI model with machine learning without the requirement of explicit training labels.