A machine learning approach to predict cerebral perfusion status based on internal carotid artery blood flow
Linkun Cai, Erwei Zhao, Haijun Niu, Yawen Liu, Tingting Zhang, Dong Liu, Zhe Zhang, Jing Li, Peng‐Gang Qiao, Han Lv, Pengling Ren, Wei Zheng, Zhenchang Wang
Topics & Concepts
Cerebral blood flowCerebral perfusion pressurePerfusionInternal carotid arteryRandom forestDecision treeMedicineGradient boostingReceiver operating characteristicSupport vector machineInternal medicinePerfusion scanningBoosting (machine learning)Middle cerebral arteryCardiologyArtificial intelligenceMagnetic resonance imagingMachine learningComputer scienceRadiologyIschemiaCerebrovascular and Carotid Artery DiseasesNeurological Disease Mechanisms and TreatmentsTraumatic Brain Injury and Neurovascular Disturbances