Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging

Using medical images to evaluate disease severity and change over time is a routine and important task in clinical decision making. Grading systems are often used, but are unreliable as domain experts disagree on disease severity category thresholds. These discrete categories also do not reflect the...

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Detalles Bibliográficos
Autores principales: Li, Matthew D., Chang, Ken, Bearce, Ben, Chang, Connie Y., Huang, Ambrose J., Campbell, J. Peter, Brown, James M., Singh, Praveer, Hoebel, Katharina V., Erdoğmuş, Deniz, Ioannidis, Stratis, Palmer, William E., Chiang, Michael F., Kalpathy-Cramer, Jayashree
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/PMC7099081/
https://www.ncbi.nlm.nih.gov/pubmed/32258430
http://dx.doi.org/10.1038/s41746-020-0255-1

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