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A component-by-component characterisation of high-risk atherosclerotic plaques by multiphoton microscopic imaging.

Manu JainB WuD PisapiaS SalvatoreS MukherjeeN Narula
Published in: Journal of microscopy (2017)
Recognition of the distinct signatures of various plaque components suggests that MPM has the potential to offer next-generation characterisation of atherosclerotic plaques. The higher lateral resolution (comparable to histology) images generated by MPM for identifying plaque components might complement larger field of view and greater imaging depth currently available with optical coherence tomography imaging. As the next step MPM would need to be evaluated for intact vessel imaging ex vivo and in vivo.
Keyphrases
  • high resolution
  • optical coherence tomography
  • deep learning
  • dna methylation
  • convolutional neural network