Deep learning for malignancy and tumor origin prediction using cytology or histopathology whole slide images.

Pleural and ascitic cytology is essential for diagnosing metastatic cancer and predicting tumor origin, yet microscopic observation alone often leads to low accuracy and observer variability. Although deep learning shows great potential in pathology,…

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