The automatic diagnosis of various retinal diseases from fundus images is important to
support clinical decision-making. However, develo** such automatic solutions is …

The automatic diagnosis of various conventional ophthalmic diseases from fundus images is
important in clinical practice. However, develo** such automatic solutions is challenging …

Age-related macular degeneration (AMD) is the leading cause of visual impairment among
elderly in the world. Early detection of AMD is of great importance, as the vision loss caused …

Motivation Retinal microvasculature is a unique window for predicting and monitoring major
cardiovascular diseases, but high throughput tools based on deep learning for in-detail …

Deep learning has seen rapid growth in recent years and achieved state-of-the-art
performance in a wide range of applications. However, training models typically requires …

Background Pathological myopia (PM) is a major cause of worldwide blindness and
represents a serious threat to eye health globally. Artificial intelligence (AI)-based methods …

Deep Learning (DL) has the potential to optimize machine learning in both the scientific and
clinical communities. However, greater expertise is required to develop DL algorithms, and …

Self-supervised Learning (SSL) has been widely applied to learn image representations
through exploiting unlabeled images. However, it has not been fully explored in the medical …

Pathologic myopia (PM) is a common blinding retinal degeneration suffered by highly
myopic population. Early screening of this condition can reduce the damage caused by the …

Pathological Myopia (PM) is a globally prevalent eye disease which is one of the main
causes of blindness. In the long-term clinical observation, myopic maculopathy is a main …