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A transfer learning-based multimodal neural network combining metadata and multiple medical images for glaucoma type diagnosis

Glaucoma is an acquired optic neuropathy, which can lead to irreversible vision loss. Deep learning(DL), especially convolutional neural networks(CNN), has achieved considerable success in the field of medical image recognition due to the availability of large-scale annotated datasets and CNNs. Howe...

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Detalles Bibliográficos
Autores principales: Li, Yi, Han, Yujie, Li, Zihan, Zhong, Yi, Guo, Zhifen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10372152/
https://www.ncbi.nlm.nih.gov/pubmed/37495578
http://dx.doi.org/10.1038/s41598-022-27045-6