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A foundation model for generalizable disease detection from retinal images

Medical artificial intelligence (AI) offers great potential for recognizing signs of health conditions in retinal images and expediting the diagnosis of eye diseases and systemic disorders(1). However, the development of AI models requires substantial annotation and models are usually task-specific...

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Detalles Bibliográficos
Autores principales: Zhou, Yukun, Chia, Mark A., Wagner, Siegfried K., Ayhan, Murat S., Williamson, Dominic J., Struyven, Robbert R., Liu, Timing, Xu, Moucheng, Lozano, Mateo G., Woodward-Court, Peter, Kihara, Yuka, Altmann, Andre, Lee, Aaron Y., Topol, Eric J., Denniston, Alastair K., Alexander, Daniel C., Keane, Pearse A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10550819/
https://www.ncbi.nlm.nih.gov/pubmed/37704728
http://dx.doi.org/10.1038/s41586-023-06555-x