Latent diffusion augmentation enhances deep learning analysis of neuro-morphology in limbal stem cell deficiency

Latent diffusion augmentation enhances deep learning analysis of neuro-morphology in limbal stem cell deficiency

IntroductionLimbal Stem Cell Deficiency (LSCD) is a blinding corneal disease characterized by the loss of function or deficiency in adult stem cells located at the junction between the cornea and the sclera (i.e., the limbus), namely the limbal stem cells (LSCs). Recent advances in in vivo imaging t...

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Bibliographic Details
Main Authors: David Gibson, Thai Tran, Vidhur Raveendran, Clémence Bonnet, Nathan Siu, Micah Vinet, Theo Stoddard-Bennett, Corey Arnold, Sophie X. Deng, William Speier
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Medicine
Subjects:
deep learning
ophthalmology
machine learning
limbal stem cell deficiency
in vivo confocal microscopy
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1270570/full

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