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Performance change with the number of training data: A case study on the binary classification of COVID-19 chest X-ray by using convolutional neural networks

One of the features of artificial intelligence/machine learning-based medical devices resides in their ability to learn from real-world data. However, obtaining a large number of training data in the early phase is difficult, and the device performance may change after their first introduction into...

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Detalles Bibliográficos
Autores principales: Imagawa, Kuniki, Shiomoto, Kohei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9749084/
https://www.ncbi.nlm.nih.gov/pubmed/35093727
http://dx.doi.org/10.1016/j.compbiomed.2022.105251