This systematic review and meta-analysis aims to study the various Artificial Intelligence (AI) algorithms used as classifiers and their novel integration with state-of-the-art technologies like Brain Computer Interface (BCI). The primary objective is to statistically explore the AI’s accuracy and other performance metrics with BCI concerning neurorehabilitation in patients with stroke and other neurological complications.