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Grayscale median (GSM) post-processing, posterizing, and color mapping for carotid ultrasound.

Pedro Luciano MellucciMatheus BertanhaRodrigo Gibin JaldinWinston Bonetti YoshidaMarcone Lima Sobreira
Published in: Jornal vascular brasileiro (2023)
Factors related to atherosclerotic plaques may indicate instability, such as ulcerations, intraplaque hemorrhages, lipid core, thin or irregular fibrous cap, and inflammation. The grayscale median (GSM) value is one of the most widespread methods of studying atherosclerotic plaques and it is therefore important to comprehensively standardize image post-processing. Post-processing was performed using Photoshop 23.1.1.202. Images were standardized by adjusting the grayscale histogram curves, setting the darkest point of the vascular lumen (blood) to zero and the distal adventitia to 190. Posterization and color mapping were performed. A methodology that presents the current state of the art in an accessible and illustrative way should contribute to the dissemination of GSM analysis. This article describes and illustrates the process step by step.
Keyphrases
  • high resolution
  • deep learning
  • magnetic resonance imaging
  • oxidative stress
  • high density
  • minimally invasive
  • fatty acid
  • optical coherence tomography
  • contrast enhanced
  • contrast enhanced ultrasound