Predicting treatment-specific lesion outcomes in acute ischemic stroke from 4D CT perfusion imaging using spatio-temporal convolutional neural networks
Kimberly Amador, Matthias Wilms, Anthony Winder, Jens Fiehler, Nils D. Forkert
Topics & Concepts
Convolutional neural networkDeconvolutionArtificial intelligenceComputer scienceDeep learningPattern recognition (psychology)DicePerfusion scanningSørensen–Dice coefficientPerfusionMachine learningMedicineRadiologySegmentationMathematicsStatisticsAlgorithmImage segmentationAcute Ischemic Stroke ManagementVenous Thromboembolism Diagnosis and ManagementMedical Imaging and Analysis