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A Bayesian Framework to Optimize Performance of Pre-Hospital Stroke Triage Scales

Goyal M, Ospel JM, Kim BJ, Kashani N, Duvekot MH, Roozenbeek B, Ganesh A

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Reassessing Alberta Stroke Program Early CT Score on Non-Contrast CT Based on Degree and Extent of Ischemia

Ospel JM, Menon BK, Marko M, Mayank A, Ganesh A, Nogueira RG, McTaggart RA, Demchuk AM, Poppe AY, Rempel JL, Joshi M, Almekhlafi MA, Zerna C, Tymianski M, Hill MD, Goyal M, the ESCAPE-NA1 investigators

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Infarcts Due to Large Vessel Occlusions Continue to Grow Despite Near-Complete Reperfusion After Endovascular Treatment

Ospel JM, Rex N, Oueidat K, McDonough R, Rinkel L, Baird G, Collins S, Jindal G, Alvin MD, Boxerman J, Barber P, Jayaraman M, Smith W, Amirault-Capuano A, Hill MD, Goyal M, McTaggart R

Background and Purpose Infarcts in acute ischemic stroke (AIS) patients may continue to grow even after reperfusion, due to mechanisms such as microvascular obstruction and reperfusion injury. We investigated whether...
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Automated Prediction of Ischemic Brain Tissue Fate from Multiphase Computed Tomographic Angiography in Patients with Acute Ischemic Stroke Using Machine Learning

Qiu W, Kuang H, Ospel JM, Hill MD, Demchuk AM, Goyal M, Menon BK

Background and Purpose Multiphase computed tomographic angiography (mCTA) provides time variant images of pial vasculature supplying brain in patients with acute ischemic stroke (AIS). To develop a machine learning (ML)...
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Impact of Multiphase Computed Tomography Angiography for Endovascular Treatment Decision-Making on Outcomes in Patients with Acute Ischemic Stroke

Ospel JM, Volny O, Qiu W, Najm M, Hafeez M, Abdalrahman S, Fainardi E, Rubiera M, Khaw A, Shankar JJ, Hill MD, Almekhlafi MA, Demchuk AM, Goyal M, Menon BK

Background and Purpose Various imaging paradigms are used for endovascular treatment (EVT) decision-making and outcome estimation in acute ischemic stroke (AIS). We aim to compare how these imaging paradigms perform...
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How Do Quantitative Tissue Imaging Outcomes in Acute Ischemic Stroke Relate to Clinical Outcomes?

Ospel JM, Rinkel L, Ganesh A, Demchuk A, Heran M, Sauvageau E, Joshi M, Haussen D, Jayaraman M, Coutts S, Yu A, Puetz V, Iancu D, Bang OY, Tarpley J, Holmin S, Kelly M, Tymianski M, Hill M, Goyal M, the ESCAPE-NA1 Investigators

Background and Purpose Infarct volume and other imaging markers are increasingly used as surrogate measures for clinical outcome in acute ischemic stroke research, but how improvements in these imaging surrogates...
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