Data-Driven Prognostication in Distal Medium Vessel Occlusions Using Explainable Machine Learning
医学
人工智能
生物医学工程
放射科
计算机科学
作者
Mert Karabacak,Burak Berksu Ozkara,Tobias D. Faizy,Trevor Hardigan,Jeremy J. Heit,Dhairya A. Lakhani,Konstantinos Margetis,J Mocco,Kambiz Nael,Max Wintermark,Vivek Yedavalli
Distal medium vessel occlusions (DMVOs) are estimated to cause acute ischemic stroke (AIS) in 25-40% of cases. Prognostic models can inform patient counseling and research by enabling outcome predictions. However, models designed specifically for DMVOs are lacking.