Corneal guttae, which are the abnormal growth of extracellular matrix in the corneal
endothelium, are observed in specular images as black droplets that occlude the endothelial …

Specular microscopy assessment of the human corneal endothelium (CE) in Fuchs'
dystrophy is challenging due to the presence of dark image regions called guttae. This …

Objective. Current solutions for corneal endothelial image segmentation use convolutional
neural networks. However, their potential is not exploited due to the scarcity of labeled …

Generative Adversarial Networks for Cell Segmentation in Human Corneal Endothelium Page 1
Generative Adversarial Networks for Cell Segmentation in Human Corneal Endothelium Kevin D …

In recent years, more and more AI models and algorithms get used in previously uncharted
domains. The medical domain is one of them and already shows a significant usage of AI …

Abstract Machine learning is treated nowadays as a Holy Grall that solves all problems.
However, it is difficult to deny a large area of application and high capabilities to deal with …

This paper compares two UNet-based architectures for corneal endothelium segmentation:
a classification approach (UNet-mask) and a distance-map regression approach (UNet-dm) …

Limbal Stem Cell Deficiency (LSCD) is an eye disease that can cause corneal opacity and
vascularization. In its advanced stage it can lead to a degree of visual impairment. It involves …

Corneal endothelium assessment is carried out via specular microscopy imaging. However,
automated image analysis often fails due to inadequate image quality conditions or the …

Las células endoteliales (CE) juegan un papel crucial en la transparencia corneal al
mantenerla en un estado de relativa deshidratación. La caracterización del endotelio …