Automated Estimation of Quantitative Lesion Water Uptake as a Prognostic Biomarker for Patients with Ischemic Stroke and Large-Vessel Occlusion.

Shan-Shan Lu R R Wu Yuezhou Cao Xiao-Quan Xu Zhen-Yu Jia Hai-Bin Shi Sheng Liu Fei-Yun Wu

Published in: AJNR. American journal of neuroradiology (2022)

ASPECTS-net water uptake could independently predict 90-day neurologic outcomes in patients with acute ischemic stroke and large-vessel occlusion. Integrating ASPECTS-net water uptake with clinical models could improve the efficiency of outcome stratification.

Keyphrases

acute ischemic stroke
machine learning
high throughput
deep learning
type diabetes
metabolic syndrome
mass spectrometry
weight loss
insulin resistance