Pilot study to evaluate tools to collect pathologist annotations for validating machine learning algorithms

PURPOSE: Validation of artificial intelligence (AI) algorithms in digital pathology with a reference standard is necessary before widespread clinical use, but few examples focus on creating a reference standard based on pathologist annotations. This work assesses the results of a pilot study that co...

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Detalles Bibliográficos
Autores principales: Elfer, Katherine, Dudgeon, Sarah, Garcia, Victor, Blenman, Kim, Hytopoulos, Evangelos, Wen, Si, Li, Xiaoxian, Ly, Amy, Werness, Bruce, Sheth, Manasi S., Amgad, Mohamed, Gupta, Rajarsi, Saltz, Joel, Hanna, Matthew G., Ehinger, Anna, Peeters, Dieter, Salgado, Roberto, Gallas, Brandon D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2022
Materias:
Digital Pathology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9326105/
https://www.ncbi.nlm.nih.gov/pubmed/35911208
http://dx.doi.org/10.1117/1.JMI.9.4.047501

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9326105/
https://www.ncbi.nlm.nih.gov/pubmed/35911208
http://dx.doi.org/10.1117/1.JMI.9.4.047501

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