The advanced research-oriented hyperspectral microscopy system combines hyperspectral technology and microscopy technology, which can obtain high-resolution spectral information and biological sample morphology maps in different wavelength ranges, achieving simultaneous acquisition of spectral and image information in one image. The system also utilizesAIThe implementation of virtual staining technology significantly improves the efficiency of pathological diagnosis and is a powerful tool for cell biology, nanobiology, and clinical medicine research.