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Image Credit: Arxiv

HistoART: Histopathology Artifact Detection and Reporting Tool

  • Whole Slide Imaging (WSI) is crucial in modern cancer diagnostics for examining tissue specimens in detail.
  • WSIs are prone to artifacts during slide preparation and scanning, potentially impacting downstream image analysis.
  • A study proposes and evaluates three robust artifact detection approaches targeting common artifact types in WSIs.
  • The foundation model-based approach (FMA) showed the highest performance in detecting artifacts, accompanied by a quality report scorecard.

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