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Examines phase synchrony in biosignal analysis, highlighting the need for rigorous validation.
This paper presents ResonoTime as a rigorously controlled framework for phase-sensitive biosignal analysis, which formalizes information-adaptive time coordinates, the Spiral Velocity Operator Vγ and a β-subtraction approach for motion artifacts. Using WESAD, DEAP, and other datasets, we demonstrate a six-step validation cascade with FWER control and Monte Carlo power audit that clearly separates confirmatory inference from exploratory paths.
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Kevin Junginger (2026) studied this question.
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