Develops and validates diffuse optical biosensing for noninvasive cerebral and cardiovascular monitoring. Emphasizes model-based analysis and waveform metrics to quantify blood flow, oxygenation, and vascular pressures, advancing clinical translation in pediatrics and perioperative care.