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Automated Histological Analysis System for Quantifying Microstructural Damage Accumulation to the Annulus Fibrosus
2016
Journal of Computational Vision and Imaging Systems
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In this paper, we proposed an automated histological analysis systemfor quantifying microstructural damage accumulation to the annulusfibrosus. This system takes in a digital histology image anduses Gaussian mixture model based segmentation, followed byconnected components analysis to extract and label possible clefts.The image is then refined through spatial and size constraints. Finally,the required statistics for quantifying microstructural damageare calculated.
doi:10.15353/vsnl.v2i1.100
fatcat:iawayh4eebbdxkbdmvglifelka