Researchers have demonstrated that radiomics-based machine learning, particularly using Lasso regression, can predict antibody serostatus in autoimmune encephalitis. By analyzing MRI scans with extracted features and patient age data, the study reveals a promising diagnostic tool that could lead to faster, non-invasive detection and improved treatment strategies.