Tailored for Real-World: A Whole Slide Image Classification System Validated on Uncurated Multi-Site Data Emulating the Prospective Pathology Workload

Standard of care diagnostic procedure for suspected skin cancer is microscopic examination of hematoxylin & eosin stained tissue by a pathologist. Areas of high inter-pathologist discordance and rising biopsy rates necessitate higher efficiency and diagnostic reproducibility. We present and vali...

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Detalles Bibliográficos
Autores principales: Ianni, Julianna D., Soans, Rajath E., Sankarapandian, Sivaramakrishnan, Chamarthi, Ramachandra Vikas, Ayyagari, Devi, Olsen, Thomas G., Bonham, Michael J., Stavish, Coleman C., Motaparthi, Kiran, Cockerell, Clay J., Feeser, Theresa A., Lee, Jason B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7035316/
https://www.ncbi.nlm.nih.gov/pubmed/32081956
http://dx.doi.org/10.1038/s41598-020-59985-2

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