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Restoration of metabolic functional metrics from label-free, two-photon human tissue images using multiscale deep-learning-based denoising algorithms.

Nilay VoraChristopher M PolleysFilippos SakellariouGeorgios GeorgalisHong-Thao ThieuElizabeth M GenegaNarges JahanseirAbani PatraEric MillerIrene Georgakoudi
Published in: Journal of biomedical optics (2023)
Denoising algorithms can recover diagnostically useful information from low SNR label-free TPEF images and will be useful for the clinical translation of such imaging.
Keyphrases
  • label free
  • deep learning
  • convolutional neural network
  • machine learning
  • artificial intelligence
  • endothelial cells
  • high resolution
  • induced pluripotent stem cells
  • pluripotent stem cells
  • social media
  • monte carlo