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Medical Image Classification Based on Semi-Supervised Generative Adversarial Network and Pseudo-Labelling

Deep learning has substantially improved the state-of-the-art in object detection and image classification. Deep learning usually requires large-scale labelled datasets to train the models; however, due to the restrictions in medical data sharing and accessibility and the expensive labelling cost, t...

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Detalles Bibliográficos
Autores principales: Liu, Kun, Ning, Xiaolin, Liu, Sidong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9783368/
https://www.ncbi.nlm.nih.gov/pubmed/36560335
http://dx.doi.org/10.3390/s22249967