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Multifeature Quantification of Nuclear Properties from Images of H&E-Stained Biopsy Material for Investigating Changes in Nuclear Structure with Advancing CIN Grade.

Christos KonstandinouDimitris GlotsosSpiros KostopoulosIoannis KalatzisPanagiota RavazoulaGeorge MichailEleftherios LavdasDionisis CavourasGeorge Sakellaropoulos
Published in: Journal of healthcare engineering (2018)
A systematic statistical analysis of nucleus features, quantified from the H&E-stained biopsy material, showed that there are significant differences in the shape, size, and texture of nuclei between low CIN and high CIN cases.
Keyphrases
  • ultrasound guided
  • fine needle aspiration
  • deep learning
  • convolutional neural network
  • optical coherence tomography
  • computed tomography