Caricamento...
Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification
Deep learning (DL) has been successfully applied to the diagnosis of ophthalmic diseases. However, rare diseases are commonly neglected due to insufficient data. Here, we demonstrate that few-shot learning (FSL) using a generative adversarial network (GAN) can improve the applicability of DL in the...
Salvato in:
| Pubblicato in: | Med Biol Eng Comput |
|---|---|
| Autori principali: | , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Springer Berlin Heidelberg
2021
|
| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7829497/ https://ncbi.nlm.nih.gov/pubmed/33492598 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11517-021-02321-1 |
| Tags: |
Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne! !
|