Prediction of Clinical Outcome in Patients with Large-Vessel Acute Ischemic Stroke: Performance of Machine Learning versus SPAN-100

Characterization of clot composition in acute cerebral infarct using machine learning techniques

(2019) Jong-Won Chung et al.   Annals of Clinical and Translational Neurology

Machine Learning–Based Model for Prediction of Outcomes in Acute Stroke

(2019) JoonNyung Heo et al.   STROKE

Heart Disease and Stroke Statistics—2019 Update: A Report From the American Heart Association

(2019) Emelia J. Benjamin et al.   CIRCULATION

Deep Learning in the Prediction of Ischaemic Stroke Thrombolysis Functional Outcomes

(2019) Stephen Bacchi et al.   ACADEMIC RADIOLOGY

Factors influencing infarct growth including collateral status assessed using computed tomography in acute stroke patients with large artery occlusion

(2019) Bin Jiang et al.   International Journal of Stroke

Automating Ischemic Stroke Subtype Classification Using Machine Learning and Natural Language Processing

(2019) Ravi Garg et al.   Journal of Stroke & Cerebrovascular Diseases

Predicting Clinical Outcomes of Large Vessel Occlusion Before Mechanical Thrombectomy Using Machine Learning

(2019) Hidehisa Nishi et al.   STROKE

Thrombectomy for Stroke at 6 to 16 Hours with Selection by Perfusion Imaging

(2018) Gregory W. Albers et al.   NEW ENGLAND JOURNAL OF MEDICINE

Thrombectomy 6 to 24 Hours after Stroke with a Mismatch between Deficit and Infarct

(2018) Raul G. Nogueira et al.   NEW ENGLAND JOURNAL OF MEDICINE

Boosted Tree Model Reforms Multimodal Magnetic Resonance Imaging Infarct Prediction in Acute Stroke

(2018) Michelle Livne et al.   STROKE

Re-evaluation of the stroke prognostication using age and NIH Stroke Scale index (SPAN-100 index) in IVT patients — the-SPAN 10065 index

(2018) Cornelia Möbius et al.   BMC Neurology

ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI

(2018) Stefan Winzeck et al.   Frontiers in Neurology

JOURNAL CLUB: Use of Gradient Boosting Machine Learning to Predict Patient Outcome in Acute Ischemic Stroke on the Basis of Imaging, Demographic, and Clinical Information

(2018) Yuan Xie et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Prediction of Hemorrhagic Transformation Severity in Acute Stroke from Source Perfusion MRI

(2017) Yannan Yu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Validating and comparing stroke prognosis scales

(2017) Terence J. Quinn et al.   NEUROLOGY

External Validation of the ASTRAL and DRAGON Scores for Prediction of Functional Outcome in Stroke

(2016) Charith Cooray et al.   STROKE

Pittsburgh Response to Endovascular therapy (PRE) score: optimizing patient selection for endovascular therapy for large vessel occlusion strokes

(2014) Srikant Rangaraju et al.   Journal of NeuroInterventional Surgery

Machine Learning for Outcome Prediction of Acute Ischemic Stroke Post Intra-Arterial Therapy

(2014) Hamed Asadi et al.   PLoS One

Time and Diffusion Lesion Size in Major Anterior Circulation Ischemic Strokes

(2014) Reza Hakimelahi et al.   STROKE

Prediction of stroke thrombolysis outcome using CT brain machine learning

(2014) Paul Bentley et al.   NeuroImage-Clinical

THRIVE Score Predicts Ischemic Stroke Outcomes and Thrombolytic Hemorrhage Risk in VISTA

(2013) Alexander C. Flint et al.   STROKE

Magnetic Resonance Imaging-DRAGON Score

(2013) Guillaume Turc et al.   STROKE

Validation of the DRAGON Score in 12 Stroke Centers in Anterior and Posterior Circulation

(2013) Daniel Strbian et al.   STROKE

Optimizing Prediction Scores for Poor Outcome After Intra-Arterial Therapy in Anterior Circulation Acute Ischemic Stroke

(2013) Amrou Sarraj et al.   STROKE

Stroke Prognostication using Age and NIH Stroke Scale: SPAN-100

(2012) G. Saposnik et al.   NEUROLOGY

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

CT Angiography Clot Burden Score and Collateral Score: Correlation with Clinical and Radiologic Outcomes in Acute Middle Cerebral Artery Infarct

(2009) I.Y.L. Tan et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Intracranial Thrombus Extent Predicts Clinical Outcome, Final Infarct Size and Hemorrhagic Transformation in Ischemic Stroke: The Clot Burden Score

(2008) Volker Puetz et al.   International Journal of Stroke