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Image Entropy for Classification and Analysis of Pathology Slides

02/16/2020

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by Steven J. Frank, et al.

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Pathology slides of lung malignancies are classified using the "Salient Slices" technique described in Frank et al., 2020. A four-fold cross-validation study using a small image set (42 adenocarcinoma slides and 42 squamous cell carcinoma slides) produced fully correct classifications in each fold. Probability maps enable visualization of the underlying basis for a classification.

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