Scholars@Duke
Dov David

Dov David

Adjunct Associate in the Department of Pathology
Pathology
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Selected Publications

Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images.

Journal Article Med Image Anal · January 2021 We consider machine-learning-based thyroid-malignancy prediction from cytopathology whole-slide images (WSI). Multiple instance learning (MIL) approaches, typically used for the analysis of WSIs, divide the image (bag) into patches (instances), which are u ... Full text Open Access Link to item Cite