Leveraging human expert image annotations to improve pneumonia differentiation through human knowledge distillation

In medical imaging, deep learning models can be a critical tool to shorten time-to-diagnosis and support specialized medical staff in clinical decision making. The successful training of deep learning models usually requires large amounts of quality data, which are often not available in many medica...

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Detalles Bibliográficos
Autores principales: Schaudt, Daniel, von Schwerin, Reinhold, Hafner, Alexander, Riedel, Pascal, Späte, Christian, Reichert, Manfred, Hinteregger, Andreas, Beer, Meinrad, Kloth, Christopher
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10243236/
https://www.ncbi.nlm.nih.gov/pubmed/37280219
http://dx.doi.org/10.1038/s41598-023-36148-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10243236/
https://www.ncbi.nlm.nih.gov/pubmed/37280219
http://dx.doi.org/10.1038/s41598-023-36148-7

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