Jeong hee Kim advances label-free biophotonics by combining spectroscopy, quantitative imaging, and machine learning to noninvasively profile cells and tissues. Multimodal workflows enable automated morpho-molecular diagnostics and early therapy-response readouts across neurotoxicity, aging, and protein aggregation diseases.