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. 2024 Jun 15;485(6):1095–1105. doi: 10.1007/s00428-024-03841-5

Table 1.

Ground truth for AI model training

Layer Staining Class Ground truth (included) Background (excluded)
Tissue H&E Liver tissue Liver tissue Artifacts, white space outside tissue
Microanatomy H&E

Portal area

Lobular area

Central vein

Normal liver microanatomic structures Artifacts, white space outside tissue
Necroinflammation H&E

Interface hepatitis

Focal necrosis

Focal confluent necrosis

Perivenular necrosis

Bridging necrosis

Panacinar necrosis

The regions with chronic hepatitis related injury Portal area and non-inflamed liver lobule
Portal inflammation H&E

Mild

Moderate

Severe

Inflamed portal areas Non-inflamed portal area and liver lobule
Inflammatory cells H&E

Lymphocytes

Plasma cells

Macrophages

Neutrophils

Eosinophils

Acidophil bodies

Immune cells Other cell types, e.g., hepatocytes, fibroblasts, bile duct epithelium
Bile ducts H&E

Damaged

Normal

Damaged: Ducts with inflammatory infiltrate, dysplasia, disordered epithelium

Normal: Uninjured bile duct epithelium

Ductular proliferation, large ducts, other cell types and artifacts
Tissue Sirius red Liver tissue Liver tissue Artifacts, white space outside tissue
Microanatomy Sirius red

Portal area

Central vein

Normal liver microanatomic structures Artifacts, white space outside tissue
Fibrosis Sirius red

Portal fibrosis

Perivenular fibrosis

Pericellular fibrosis

Bridging fibrosis

Nodular fibrosis

Cirrhosis

Regions with fibrotic changes Non-fibrotic liver regions

AI, artificial intelligence; H&E, hematoxylin and eosin; N/A, not applicable