Deep regression neural networks for collateral imaging from dynamic susceptibility contrast-enhanced magnetic resonance perfusion in acute ischemic stroke

[1] Liebeskind DS(2014)Collaterals at angiography and outcomes in the Interventional Management of Stroke (IMS) III trial Stroke 45 759-764

[2] Tomsick TA(2015)Randomized assessment of rapid endovascular treatment of ischemic stroke N Engl J Med 372 1019-1030

[3] Foster LD(2008)Impact of collateral flow on tissue fate in acute ischaemic stroke J Neurol Neurosurg Psychiatry 79 625-629

[4] Yeatts SD(2015)Multiphase CT angiography: a new tool for the imaging triage of patients with acute ischemic stroke Radiology 275 510-520

[5] Carrozzella J(2016)Improving the evaluation of collateral circulation by multiphase computed tomography angiography in acute stroke patients treated with endovascular reperfusion therapies Interv Neurol 5 209-217

[6] Demchuk AM(2014)A novel magnetic resonance imaging approach to collateral flow imaging in ischemic stroke Ann Neurol 76 356-369

[7] Jovin TG(2010)Time-resolved vessel-selective digital subtraction MR angiography of the cerebral vasculature with arterial spin labeling Radiology 257 507-515

[8] Khatri P(2011)Regional leptomeningeal score on CT angiography predicts clinical and imaging outcomes in patients with acute anterior circulation occlusions Am J Neuroradiol 32 1640-88

[9] von Kummer R(2019)A novel collateral imaging method derived from time-resolved dynamic contrast-enhanced MR angiography in acute ischemic stroke: a pilot study Am J Neuroradiol 521 436-1480

[10] Sugg RM(2015)Deep learning Nature 42 60-66

[1] Liebeskind DS(2014)Collaterals at angiography and outcomes in the Interventional Management of Stroke (IMS) III trial Stroke 45 759-764

[2] Tomsick TA(2015)Randomized assessment of rapid endovascular treatment of ischemic stroke N Engl J Med 372 1019-1030

[3] Foster LD(2008)Impact of collateral flow on tissue fate in acute ischaemic stroke J Neurol Neurosurg Psychiatry 79 625-629

[4] Yeatts SD(2015)Multiphase CT angiography: a new tool for the imaging triage of patients with acute ischemic stroke Radiology 275 510-520

[5] Carrozzella J(2016)Improving the evaluation of collateral circulation by multiphase computed tomography angiography in acute stroke patients treated with endovascular reperfusion therapies Interv Neurol 5 209-217

[6] Demchuk AM(2014)A novel magnetic resonance imaging approach to collateral flow imaging in ischemic stroke Ann Neurol 76 356-369

[7] Jovin TG(2010)Time-resolved vessel-selective digital subtraction MR angiography of the cerebral vasculature with arterial spin labeling Radiology 257 507-515

[8] Khatri P(2011)Regional leptomeningeal score on CT angiography predicts clinical and imaging outcomes in patients with acute anterior circulation occlusions Am J Neuroradiol 32 1640-88

[9] von Kummer R(2019)A novel collateral imaging method derived from time-resolved dynamic contrast-enhanced MR angiography in acute ischemic stroke: a pilot study Am J Neuroradiol 521 436-1480

[10] Sugg RM(2015)Deep learning Nature 42 60-66