NeuroscienceDeep Brain StimulationPeer-reviewed
Comparison of Machine Learning Surrogate Models for Prediction of Single-Fiber Activation in Deep Brain Stimulation
Jorge Alberto, Benjamin Norbom, Justin E. Golabek…·Erin E. Patrick
This study compares machine learning models for predicting single-fiber activation in DBS across various electrode configurations, finding that CNNs outperform XGBoost in complex fields.
DOI 10.1016/j.jdbs.2026.08.003