Counteracting Data Bias and Class Imbalance—Towards a Useful and Reliable Retinal Disease Recognition System

Multiple studies presented satisfactory performances for the treatment of various ocular diseases. To date, there has been no study that describes a multiclass model, medically accurate, and trained on large diverse dataset. No study has addressed a class imbalance problem in one giant dataset origi...

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Detalles Bibliográficos
Autores principales: Chłopowiec, Adam R., Karanowski, Konrad, Skrzypczak, Tomasz, Grzesiuk, Mateusz, Chłopowiec, Adrian B., Tabakov, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10253060/
https://www.ncbi.nlm.nih.gov/pubmed/37296756
http://dx.doi.org/10.3390/diagnostics13111904

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10253060/
https://www.ncbi.nlm.nih.gov/pubmed/37296756
http://dx.doi.org/10.3390/diagnostics13111904

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