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Automated evaluation of probe-based confocal laser endomicroscopy in the lung.

David BondessonMoritz J SchneiderEdith SilbernagelJürgen BehrFrank ReichenbergerJulien Dinkel
Published in: PloS one (2020)
Alveoli elastin structures can be quantified based on their structural connectivity and thickness statistics with a fully-automated algorithm and initial results highlight its potential for distinguishing parenchymal lung diseases from normal alveoli.
Keyphrases
  • deep learning
  • machine learning
  • high throughput
  • optical coherence tomography
  • resting state
  • high resolution
  • functional connectivity
  • white matter
  • quantum dots
  • raman spectroscopy
  • single cell