Quantum-kernel ridge regression with four inputs achieved R² 0.62 and RMSE 4.41 mg for tibialis anterior muscle weight, outperforming a matched classical baseline at R² 0.56.
A well-conditioned estimator for large-dimensional co- variance matrices.Journal of Multivariate Analysis, 88(2):365–411, 2004
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Geometric and Quantum Kernel Methods for Predicting Skeletal Muscle Outcomes in chronic obstructive pulmonary disease
Quantum-kernel ridge regression with four inputs achieved R² 0.62 and RMSE 4.41 mg for tibialis anterior muscle weight, outperforming a matched classical baseline at R² 0.56.