Interpretable machine learning model to predict rupture of small intracranial aneurysms and facilitate clinical decision
Weigen Xiong, Tingting Chen, Jun Li, Lan Xiang, Cheng Zhang, Liang Xiang, Yingbin Li, Dong Chu, Yuezhang Wu, Qiong Jie, Runze Qiu, ZeYue Xu, Jianjun Zou, Hongwei Fan, Zhihong Zhao
Topics & Concepts
Support vector machineArtificial intelligenceMachine learningRandom forestGradient boostingBoosting (machine learning)Confidence intervalLasso (programming language)NeuroradiologyMedicineComputer scienceNeurologyInternal medicinePsychiatryWorld Wide WebIntracranial Aneurysms: Treatment and ComplicationsCerebrovascular and Carotid Artery DiseasesTraumatic Brain Injury and Neurovascular Disturbances