講演情報

[23p-12C-8]Label-Free Organelle Imaging by Hyperspectral Stimulated Raman Scattering and Deep Learning

〇(M2)Yang Ma1, Takaha Mizuguchi1, Spencer Spratt1, Yasuyuki Ozeki1 (1.UTokyo)

キーワード:

Raman microscopy、Deep learning、Fluorescence imaging

This study develops a deep learning model for label-free imaging of cell organelles using hyperspectral Stimulated Raman Scattering (SRS) images. It combines high spectral resolution and a large number of spectral points for accurate organelle prediction. The model, evaluated using Mean Squared Error, shows promising results in cellular dynamics understanding with minimal perturbation.