Segmenting Skin Biopsy Images with Coarse and Sparse Annotations using U-Net.

The number of melanoma diagnoses has increased dramatically over the past three decades, outpacing almost all other cancers. Nearly 1 in 4 skin biopsies is of melanocytic lesions, highlighting the clinical and public health importance of correct diagnosis. Deep learning image analysis methods may im...

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Bibliographic Details

Published in:	Journal of Digital Imaging Vol. 35; no. 5; pp. 1238 - 1250
Main Authors:	Nofallah, Shima, Mokhtari, Mojgan, Wu, Wenjun, Mehta, Sachin, Knezevich, Stevan, May, Caitlin J., Chang, Oliver H., Lee, Annie C., Elmore, Joann G., Shapiro, Linda G.
Format:	equations & formulas pictorial research tables/charts Journal Article
Published:	Springer Nature Oct2022
Online Access:	View this record in EBSCOhost