Identification of schizophrenia by applying interpretable radiomics modeling with structural magnetic resonance imaging of the cerebellum.
Minji BangKisung ParkSeoung-Ho ChoiSung Soo AhnJinna KimSeung-Koo LeeYae Won ParkSang-Hyuk LeePublished in: Psychiatry and clinical neurosciences (2024)
The radiomics model focused on the cerebellum demonstrates robustness in diagnosing schizophrenia. Our results suggest that microcircuit disruption in the posterior cerebellum is a disease-defining feature of schizophrenia, and radiomics modeling has potential for supporting biomarker-based decision-making in clinical practice.