NeuroscienceCerebral CortexPeer-reviewed
Explainable Machine Learning Approach to Predict and Explain the Relationship between Task-based fMRI and Individual Differences in Cognition
Narun Pat, Yue Wang, Adam Bartonicek…·Argyris K. Stringaris
This paper uses an explainable machine learning framework to predict and explain cognitive differences from task-based fMRI data, finding that ML models outperform traditional methods in prediction and provide consistent explanations.