Fig. 5: Representative tiles from referral set cases that were highly predictive of malignant or benign status. | Modern Pathology

Fig. 5: Representative tiles from referral set cases that were highly predictive of malignant or benign status.

From: Deep-learning based classification distinguishes sarcomatoid malignant mesotheliomas from benign spindle cell mesothelial proliferations

Fig. 5

Among the top ten highest scoring (i.e. most predictive of malignancy) tiles from each malignant cases were tiles showing A necrosis, B short storiform architecture, C possible fat invasion, D ropey collagen, E pleomorphism, F prominent nucleoli, and G, H high cellularity. Among the ten lowest scoring tiles (i.e. least likely to be malignant) from each case were tiles showing (I–L) dense hypocellular collagenous tissue, M capillary channels, N adipose tissue, O organizing blood clot, and P fibrin.

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