Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology

Machine learning (ML) is revolutionizing image-based diagnostics in pathology and radiology. ML models have shown promising results in research settings, but the lack of interoperability between ML systems and enterprise medical imaging systems has been a major barrier for clinical integration and e...

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Detalles Bibliográficos
Autores principales: Bridge, Christopher P., Gorman, Chris, Pieper, Steven, Doyle, Sean W., Lennerz, Jochen K., Kalpathy-Cramer, Jayashree, Clunie, David A., Fedorov, Andriy Y., Herrmann, Markus D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Methods Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712874/
https://www.ncbi.nlm.nih.gov/pubmed/35995898
http://dx.doi.org/10.1007/s10278-022-00683-y

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