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Temporally consistent sequence-to-sequence translation of cataract surgeries

PURPOSE: Image-to-image translation methods can address the lack of diversity in publicly available cataract surgery data. However, applying image-to-image translation to videos—which are frequently used in medical downstream applications—induces artifacts. Additional spatio-temporal constraints are...

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Detalles Bibliográficos
Autores principales: Frisch, Yannik, Fuchs, Moritz, Mukhopadhyay, Anirban
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329626/
https://www.ncbi.nlm.nih.gov/pubmed/37219806
http://dx.doi.org/10.1007/s11548-023-02925-y