Interpretation of the LIME explainability outputs for each group. Cortical projection of the total contribution of each ROI (left) and its association with one of the 7 resting-state networks. The Dorsal attention network is distinctively necessary to discriminate the presence of a lesion. Credit: IEEE Access (2025). DOI: 10.1109/ACCESS.2025.3529179 Stroke is a leading cause of death and disability worldwide, making early diagnosis and intervention critical. In a recent study published in IEEE Access , our team introduced a groundbreaking end-to-end approach to stroke imaging analysis, combining effective connectivity modeling with interpretable artificial intelligence (AI). This innovation has the potential to transform clinical workflows by enhancing both the accuracy and transparency of stroke diagnoses, highlighting information and flow changes in areas that should be targeted by therapies such as stem […]
Original web page at medicalxpress.com
