A Review of MRI Acute Ischemic Stroke Lesion Segmentation

AMAAA Isa, K Kipli, MH Mahmood… - International …, 2020 - penerbit.uthm.edu.my
Immediate treatment of a stroke can minimize long-term effects and even help reduce death
risk. In the ischemic stroke cases, there are two zones of injury which are ischemic core and …

ISLES 2015-A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI

O Maier, BH Menze, J Von der Gablentz, L Häni… - Medical image …, 2017 - Elsevier
Ischemic stroke is the most common cerebrovascular disease, and its diagnosis, treatment,
and study relies on non-invasive imaging. Algorithms for stroke lesion segmentation from …

[PDF][PDF] Semi-automatic segmentation of core and penumbra regions in acute ischemic stroke: preliminary results

L Contin, C Beer, M Bynevelt, H Wittsack… - IWSSIP International …, 2010 - iwssip.org
Acute ischemic stroke is one of the most prevalent vascular diseases in the world. The early
diagnosis of perfusion deficits is preferable due to the limited therapeutic window (3h), for …

Classifiers for ischemic stroke lesion segmentation: a comparison study

O Maier, C Schröder, ND Forkert, T Martinetz… - PloS one, 2015 - journals.plos.org
Motivation Ischemic stroke, triggered by an obstruction in the cerebral blood supply, leads to
infarction of the affected brain tissue. An accurate and reproducible automatic segmentation …

A deep supervised approach for ischemic lesion segmentation from multimodal MRI using Fully Convolutional Network

R Karthik, U Gupta, A Jha, R Rajalakshmi… - Applied Soft …, 2019 - Elsevier
The principle restorative step in the treatment of ischemic stroke depends on how fast the
lesion is delineated from the Magnetic Resonance Imaging (MRI) images. This will serve as …

2d-cnn based segmentation of ischemic stroke lesions in mri scans

PM Shah, H Khan, U Shafi, S Islam, M Raza… - … Conference, ICCCI 2020 …, 2020 - Springer
Stroke is the second overall driving reason for human death and disability. Strokes are
categorized into Ischemic and Hemorrhagic strokes. Ischemic stroke is 85% of strokes while …

[PDF][PDF] Random forests with selected features for stroke lesion segmentation

O Maier, M Wilms, H Handels - Ischemic Stroke Lesion …, 2015 - isles-challenge.org
From clinical practise as well as research methods rises the need for accurate, reproducible
and reliable segmentation of ischemic stroke lesions from brain MR scans. This article …

A review on image segmentation techniques for MRI brain stroke lesion

NM Saad, NSM Noor, AR Abdullah - … , Electronic and Computer …, 2021 - jtec.utem.edu.my
One of the major categories of brain disorders is known as stroke, which it can affect the
entire body. The ability to recover from a stroke depends on the severity of the stroke and …

[HTML][HTML] Automatic brain ischemic stroke segmentation with deep learning: A review

H Abbasi, M Orouskhani, S Asgari, SS Zadeh - Neuroscience Informatics, 2023 - Elsevier
The accurate segmentation of brain stroke lesions in medical images are critical for early
diagnosis, treatment planning, and monitoring of stroke patients. In recent years, deep …

Acute and sub-acute stroke lesion segmentation from multimodal MRI

A Clèrigues, S Valverde, J Bernal, J Freixenet… - Computer methods and …, 2020 - Elsevier
Background and objective. Acute stroke lesion segmentation tasks are of great clinical
interest as they can help doctors make better informed time-critical treatment decisions …