Ongoing
Hilbert Split
A statistically grounded data-splitting method, presented at JSM 2025.
Projects
Ongoing
Sensitivity Analysis
Variable selection and importance ranking for noisy datasets.
Ongoing
MaxTwin
“A Robust Deterministic Data Splitting Method for Model Validation” — tentatively accepted by JCGS, subject to final revision.
Completed
Parkinson's Disease Diagnosis
LSTM-FCN bradykinesia detection; 80.3% accuracy on 1,396 clinical videos.