Magnetic resonance imaging (MRI) plays a fundamental role in diagnosing brain diseases due to its high contrast resolution [1]. A brain MRI scan consists of multiple sequences, each designed to highlight specific tissue characteristics [2]. Scan sequences are bundled into protocols, which are selected based on the clinical suspicion of a pathology or the need to exclude it. However, choosing the appropriate protocol can be challenging due to overlapping clinical presentations of different brain …