Diffusion-weighted imaging (DWI) is the most effective component of the modern multi-
parametric magnetic resonance imaging (mpMRI) scan for prostate pathology. DWI provides …

Background Diffusion-weighted imaging (DWI) is an essential component of the
multiparametric MRI exam for the diagnosis and assessment of prostate cancer (PCa). Over …

The need for training data can impede the adoption of novel imaging modalities for learning-
based medical image analysis. Domain adaptation methods partially mitigate this problem …

Purpose This prospective study evaluated the use of vascular, extracellular and restricted
diffusion for cytometry in tumours (VERDICT) MRI to investigate the tissue microstructure in …

This work presents a biophysical model of diffusion and relaxation MRI for prostate called
relaxation vascular, extracellular and restricted diffusion for cytometry in tumours …

VERDICT (vascular, extracellular and restricted diffusion for cytometry in tumours) estimates
and maps microstructural features of cancerous tissue non‐invasively using diffusion MRI …

False positives on multiparametric MRIs (mp-MRIs) result in many unnecessary invasive
biopsies in men with clinically insignificant diseases. This study investigated whether …

This paper presents a data-driven, task-specific paradigm for experimental design, to
shorten acquisition time, reduce costs, and accelerate the deployment of imaging devices …

Purpose Demonstrating and assessing self‐supervised machine‐learning fitting of the
VERDICT (vascular, extracellular and restricted diffusion for cytometry in tumors) model for …

This study compares the theoretical information content of single‐and multi‐compartment
models of diffusion‐weighted signal attenuation in prostate tissue. Diffusion‐weighted …