Evaluation of diffusion lesion volume measurements in acute ischemic stroke using encoder-decoder convolutional network

YC Kim, JE Lee, I Yu, HN Song, IY Baek, JK Seong… - Stroke, 2019 - Am Heart Assoc
Background and Purpose—Automatic segmentation of cerebral infarction on diffusion-
weighted imaging (DWI) is typically performed based on a fixed apparent diffusion …

[HTML][HTML] Predicting final ischemic stroke lesions from initial diffusion-weighted images using a deep neural network

S Nazari-Farsani, Y Yu, RD Armindo, M Lansberg… - NeuroImage: Clinical, 2023 - Elsevier
Background For prognosis of stroke, measurement of the diffusion-perfusion mismatch is a
common practice for estimating tissue at risk of infarction in the absence of timely …

Comparison of stroke volume evolution on diffusion-weighted imaging and fluid-attenuated inversion recovery following endovascular thrombectomy

C Federau, S Christensen, M Mlynash… - … Journal of Stroke, 2017 - journals.sagepub.com
Background To compare the evolution of the infarct lesion volume on both diffusion-
weighted imaging and fluid-attenuated inversion recovery in the first five days after …

Prediction of stroke infarct growth rates by baseline perfusion imaging

A Wouters, D Robben, S Christensen, HA Marquering… - Stroke, 2022 - Am Heart Assoc
Background and Purpose: Computed tomography perfusion imaging allows estimation of
tissue status in patients with acute ischemic stroke. We aimed to improve prediction of the …

Machine learning volumetry of ischemic brain lesions on CT after thrombectomy—prospective diagnostic accuracy study in ischemic stroke patients

J Kral, M Cabal, L Kasickova, J Havelka, T Jonszta… - Neuroradiology, 2020 - Springer
Purpose Ischemic lesion volume (ILV) is an important radiological predictor of functional
outcome in patients with anterior circulation stroke. Our aim was to assess the agreement …

[HTML][HTML] Assessment of perfusion volumes by a new automated software for computed tomography perfusion

Z Cao, D Wang, X Feng, P Yang, H Wang… - Stroke and Vascular …, 2024 - svn.bmj.com
Introduction To compare the perfusion volumes assessed by a new automated CT perfusion
(CTP) software iStroke with the circular singular value decomposition software RAPID and …

Volumetric and spatial accuracy of computed tomography perfusion estimated ischemic core volume in patients with acute ischemic stroke

JW Hoving, HA Marquering, CBLM Majoie, N Yassi… - Stroke, 2018 - Am Heart Assoc
Background and Purpose—The volume of estimated ischemic core using computed
tomography perfusion (CTP) imaging can identify ischemic stroke patients who are likely to …

Neural network–derived perfusion maps for the assessment of lesions in patients with acute ischemic stroke

R Meier, P Lux, S Jung, U Fischer, J Gralla… - Radiology: artificial …, 2019 - pubs.rsna.org
Purpose To perform a proof-of-concept study to investigate the clinical utility of perfusion
maps derived from convolutional neural networks (CNNs) for the workup of patients with …

Role of apparent diffusion coefficient gradient within diffusion lesions in outcomes of large stroke after thrombectomy

DS Gwak, WC Choi, DH Shim, YW Kim, DH Kang… - Stroke, 2022 - Am Heart Assoc
Background and Purpose: The outcome of endovascular treatment in stroke patients with a
large ischemic core is not always satisfactory. We evaluated whether the severity of baseline …

Pretreatment lesional volume impacts clinical outcome and thrombectomy efficacy

Y Xie, C Oppenheim, F Guillemin… - Annals of …, 2018 - Wiley Online Library
Objective We aimed to characterize the association between pretreatment lesional volume
measured on diffusion‐weighted images and functional outcome, and estimate the impact …