Heterogeneity in Preclinical Alzheimer's Disease Trial Cohort Identified by Image-based Data-Driven Disease Progression Modelling.

Cameron Shand Pawel J Markiewicz David M Cash Daniel C Alexander Michael C Donohue Frederik Barkhof Neil P Oxtobynull null

Published in: medRxiv : the preprint server for health sciences (2023)

Data-driven disease progression modelling of screening MRI scans can predict heterogeneity in cognitive performance/decline and potentially reduce heterogeneity in future clinical trials.

Keyphrases

clinical trial
single cell
contrast enhanced
phase ii
computed tomography
phase iii
study protocol
deep learning
current status
magnetic resonance
cell therapy
mesenchymal stem cells
diffusion weighted imaging