I am a
Home I AM A Search Login

Papers of the Week

Papers: 16 Dec 2023 - 22 Dec 2023

2023 Dec 18

J Headache Pain




Machine learning approach for Migraine Aura Complexity Score prediction based on magnetic resonance imaging data.


Mitrović K, Savić AM, Radojičić A, Daković M, Petrušić I


Previous studies have developed the Migraine Aura Complexity Score (MACS) system. MACS shows great potential in studying the complexity of migraine with aura (MwA) pathophysiology especially when implemented in neuroimaging studies. The use of sophisticated machine learning (ML) algorithms, together with deep profiling of MwA, could bring new knowledge in this field. We aimed to test several ML algorithms to study the potential of structural cortical features for predicting the MACS and therefore gain a better insight into MwA pathophysiology.