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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Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9060411/
https://www.ncbi.nlm.nih.gov/pubmed/35501416
http://dx.doi.org/10.1007/s10278-022-00641-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9060411/
https://www.ncbi.nlm.nih.gov/pubmed/35501416
http://dx.doi.org/10.1007/s10278-022-00641-8

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