[HTML][HTML] Thinking about the future: a review of prognostic scales used in acute stroke
BA Drozdowska, S Singh, TJ Quinn - Frontiers in neurology, 2019 - frontiersin.org
Background: There are many prognostic scales that aim to predict functional outcome
following acute stroke. Despite considerable research interest, these scales have had …
following acute stroke. Despite considerable research interest, these scales have had …
Outcome prediction models for endovascular treatment of ischemic stroke: systematic review and external validation
Background and Purpose: Prediction models for outcome of patients with acute ischemic
stroke who will undergo endovascular treatment have been developed to improve patient …
stroke who will undergo endovascular treatment have been developed to improve patient …
Predicting clinical outcomes of large vessel occlusion before mechanical thrombectomy using machine learning
H Nishi, N Oishi, A Ishii, I Ono, T Ogura, T Sunohara… - Stroke, 2019 - Am Heart Assoc
Background and Purpose—The clinical course of acute ischemic stroke with large vessel
occlusion (LVO) is a multifactorial process with various prognostic factors. We aimed to …
occlusion (LVO) is a multifactorial process with various prognostic factors. We aimed to …
Physics-informed neural networks for brain hemodynamic predictions using medical imaging
Determining brain hemodynamics plays a critical role in the diagnosis and treatment of
various cerebrovascular diseases. In this work, we put forth a physics-informed deep …
various cerebrovascular diseases. In this work, we put forth a physics-informed deep …
Reduction in distal emboli with proximal flow control during mechanical thrombectomy: a quantitative in vitro study
Background and Purpose—To evaluate the impact of proximal flow control on efficacy and
safety of mechanical thrombectomy in an in vitro middle cerebral artery occlusion. Methods …
safety of mechanical thrombectomy in an in vitro middle cerebral artery occlusion. Methods …
Using machine learning to improve the prediction of functional outcome in ischemic stroke patients
Ischemic stroke is a leading cause of disability and death worldwide among adults. The
individual prognosis after stroke is extremely dependent on treatment decisions physicians …
individual prognosis after stroke is extremely dependent on treatment decisions physicians …
Infarct volume is a pivotal biomarker after intra-arterial stroke therapy
AJ Yoo, ZA Chaudhry, RG Nogueira, MH Lev… - Stroke, 2012 - Am Heart Assoc
Background and Purpose—Pretreatment infarct volume appears to predict clinical outcome
after intra-arterial therapy. To confirm the importance of infarct size in patients undergoing …
after intra-arterial therapy. To confirm the importance of infarct size in patients undergoing …
[HTML][HTML] Functional outcome prediction in ischemic stroke: a comparison of machine learning algorithms and regression models
SA Alaka, BK Menon, A Brobbey, T Williamson… - Frontiers in …, 2020 - frontiersin.org
Background and Purpose: Stroke-related functional risk scores are used to predict patients'
functional outcomes following a stroke event. We evaluate the predictive accuracy of …
functional outcomes following a stroke event. We evaluate the predictive accuracy of …
Evaluation of machine learning methods to stroke outcome prediction using a nationwide disease registry
Introduction Being able to predict functional outcomes after a stroke is highly desirable for
clinicians. This allows clinicians to set reasonable goals with patients and relatives, and to …
clinicians. This allows clinicians to set reasonable goals with patients and relatives, and to …
Outcomes of endovascular thrombectomy in the elderly: a 'real-world'multicenter study
Background The efficacy of endovascular thrombectomy (ET) for acute ischemic stroke (AIS)
in octogenarians is still controversial. Objective To evaluate, using a large multicenter cohort …
in octogenarians is still controversial. Objective To evaluate, using a large multicenter cohort …