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Illuminating characteristic patterns of inflammatory dermatoses: A comprehensive dual-imaging approach using Optical coherence tomography and Line-field confocal optical coherence tomography.

Maximilian DeußingCristel RuiniMarie NutzKarin Kerl-FrenchDaniela HartmannLars E FrenchFabia DaxenbergerElke C Sattler
Published in: Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) (2024)
The combined approach of descriptive statistics, multivariate logistic regression, and a decision tree algorithm provides a thorough understanding of the unique aspects associated with each inflammatory skin disease. This research offers a practical framework for lesion classification, enhancing the interpretability of imaging results for clinicians.
Keyphrases
  • optical coherence tomography
  • high resolution
  • machine learning
  • deep learning
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  • cross sectional
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  • mass spectrometry
  • data analysis