Artificial intelligence and acute stroke imaging

JE Soun, DS Chow, M Nagamine… - American Journal of …, 2021‏ - ajnr.org
Artificial intelligence technology is a rapidly expanding field with many applications in acute
stroke imaging, including ischemic and hemorrhage subtypes. Early identification of acute …

Artificial intelligence for large-vessel occlusion stroke: a systematic review

NA Shlobin, AA Baig, M Waqas, TR Patel… - World neurosurgery, 2022‏ - Elsevier
Background Optimal outcomes after large-vessel occlusion (LVO) stroke are highly
dependent on prompt diagnosis, effective communication, and treatment, making LVO an …

Multimodal predictive modeling of endovascular treatment outcome for acute ischemic stroke using machine-learning

G Brugnara, U Neuberger, MA Mahmutoglu, M Foltyn… - Stroke, 2020‏ - ahajournals.org
Background and Purpose: This study assessed the predictive performance and relative
importance of clinical, multimodal imaging, and angiographic characteristics for predicting …

Interpretable machine learning modeling for ischemic stroke outcome prediction

MS Jabal, O Joly, D Kallmes, G Harston… - Frontiers in …, 2022‏ - frontiersin.org
Background and Purpose Mechanical thrombectomy greatly improves stroke outcomes.
Nonetheless, some patients fall short of full recovery despite good reperfusion. The purpose …

Artificial intelligence for clinical decision support in acute ischemic stroke: a systematic review

EMZ Akay, A Hilbert, BG Carlisle, VI Madai, MA Mutke… - Stroke, 2023‏ - ahajournals.org
Background: Established randomized trial-based parameters for acute ischemic stroke
group patients into generic treatment groups, leading to attempts using various artificial …

Artificial intelligence in acute ischemic stroke subtypes according to toast classification: a comprehensive narrative review

G Miceli, MG Basso, G Rizzo, C Pintus, E Cocciola… - Biomedicines, 2023‏ - mdpi.com
The correct recognition of the etiology of ischemic stroke (IS) allows tempestive interventions
in therapy with the aim of treating the cause and preventing a new cerebral ischemic event …

Pivotal role of multiphase computed tomography angiography for collateral assessment in patients with acute ischemic stroke

G Busto, A Morotti, E Carlesi, A Fiorenza… - La radiologia …, 2023‏ - Springer
The cerebral collateral circulation is the main compensatory mechanism that maintains the
ischemic penumbra viable, the tissue at risk for infarction that can be saved if blood flow is …

[HTML][HTML] The pathophysiology of collateral circulation in acute ischemic stroke

M Mangiardi, A Bonura, G Iaccarino, M Alessiani… - Diagnostics, 2023‏ - mdpi.com
Cerebral collateral circulation is a network of blood vessels which stabilizes blood flow and
maintains cerebral perfusion whenever the main arteries fail to provide an adequate blood …

Cerebral collaterals in acute ischaemia: Implications for acute ischaemic stroke patients receiving reperfusion therapy

AV Ravindran, MC Killingsworth… - European Journal of …, 2021‏ - Wiley Online Library
The cerebral collaterals play an important role in penumbral tissue sustenance after an
acute ischaemic stroke. Recent studies have demonstrated the potential role of collaterals in …

High-performance automated anterior circulation CT angiographic clot detection in acute stroke: a multireader comparison

S Dehkharghani, M Lansberg, C Venkatsubramanian… - Radiology, 2021‏ - pubs.rsna.org
Background Identification of large vessel occlusion (LVO) is critical to the management of
acute ischemic stroke and prerequisite to endovascular therapy in recent trials. Increasing …