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Three-dimensional dynamics optical coherence tomography for tumor spheroid evaluation.

Ibrahim Abd El-SadekArata MiyazawaLarina Tzu-Wei ShenShuichi MakitaPradipta MukherjeeAntonia LichteneggerSatoshi MatsusakaYoshiaki Yasuno
Published in: Biomedical optics express (2021)
We present a completely label-free three-dimensional (3D) optical coherence tomography (OCT)-based tissue dynamics imaging method for visualization and quantification of the metabolic and necrotic activities of tumor spheroid. Our method is based on a custom 3D scanning protocol that is designed to capture volumetric tissue dynamics tomography images only in a few tens of seconds. The method was applied to the evaluation of a tumor spheroid. The time-course viability alteration and anti-cancer drug response of the spheroid were visualized qualitatively and analyzed quantitatively. The similarity between the OCT-based dynamics images and fluorescence microscope images was also demonstrated.
Keyphrases
  • optical coherence tomography
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  • label free
  • deep learning
  • optic nerve
  • high resolution
  • convolutional neural network
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  • machine learning
  • fluorescence imaging