DeepFocus: A Transnasal Approach for Optimized Deep Brain Stimulation of Reward Circuit Nodes

End-to-end simulation and optimization platform for deep brain stimulation, achieving >100x efficiency over state-of-the-art methods.

March 2025 · Yuxin Guo, Mats Forssell, Dorian Kusyk, Vishal Jain, Isaac Swink, Owen Corcoran, Yuhyun Lee, Chaitanya Goswami, Alexander C. Whiting, Boyle C. Cheng, Pulkit Grover

DeepFocus: Optimization for Neural Stimulation

Developed an end-to-end simulation and optimization platform integrating physical modeling with ML-driven inverse optimization under biophysical constraints, achieving >100x efficiency over SOTA methods.

January 2023 · Yuxin Guo