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Implementation and prospective real-time evaluation of a generalized system for in-clinic deployment and validation of machine learning models in radiology
The medical imaging community has embraced Machine Learning (ML) as evidenced by the rapid increase in the number of ML models being developed, but validating and deploying these models in the clinic remains a challenge. The engineering involved in integrating and assessing the efficacy of ML models...
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10441783/ https://www.ncbi.nlm.nih.gov/pubmed/37603542 http://dx.doi.org/10.1371/journal.pdig.0000227 |