Artificial intelligence in dry eye disease

AM Storås, I Strümke, MA Riegler, J Grauslund… - The ocular …, 2022 - Elsevier
Dry eye disease (DED) has a prevalence of between 5 and 50%, depending on the
diagnostic criteria used and population under study. However, it remains one of the most …

Artificial intelligence and machine learning in ophthalmology: A review

O Srivastava, M Tennant, P Grewal… - Indian Journal of …, 2023 - journals.lww.com
Since the introduction of artificial intelligence (AI) in 1956 by John McCarthy, the field has
propelled medicine, optimized efficiency, and led to technological breakthroughs in clinical …

Meibomian gland stem/progenitor cells: the hunt for gland renewal

X Yang, LW Reneker, X Zhong, AJW Huang… - The Ocular Surface, 2023 - Elsevier
Meibomian glands (MGs) secrete lipid (meibum) onto the ocular surface to form the
outermost layer of the tear film. Proper meibum secretion is essential for stabilizing the tear …

Deep learning-based automatic meibomian gland segmentation and morphology assessment in infrared meibography

MAK Setu, J Horstmann, S Schmidt, ME Stern… - Scientific reports, 2021 - nature.com
Meibomian glands (MG) are large sebaceous glands located below the tarsal conjunctiva
and the abnormalities of these glands cause Meibomian gland dysfunction (MGD) which is …

Automated quantification of meibomian gland dropout in infrared meibography using deep learning

RK Saha, AMM Chowdhury, KS Na, GD Hwang… - The Ocular Surface, 2022 - Elsevier
Purpose Develop a deep learning-based automated method to segment meibomian glands
(MG) and eyelids, quantitatively analyze the MG area and MG ratio, estimate the …

Artificial intelligence-assisted diagnosis of ocular surface diseases

Z Zhang, Y Wang, H Zhang, A Samusak… - Frontiers in Cell and …, 2023 - frontiersin.org
With the rapid development of computer technology, the application of artificial intelligence
(AI) in ophthalmology research has gained prominence in modern medicine. Artificial …

Artificial intelligence in corneal diseases: A narrative review

T Nguyen, J Ong, M Masalkhi, E Waisberg… - Contact Lens and …, 2024 - Elsevier
Corneal diseases represent a growing public health burden, especially in resource-limited
settings lacking access to specialized eye care. Artificial intelligence (AI) offers promising …

Latest developments in meibography: a review

K Swiderska, ML Read, CA Blackie… - The ocular …, 2022 - Elsevier
Meibography is a visualisation technique that has been used for over 40 years. There have
been significant improvements in image quality, examination technique and image …

Latest evidences on meibomian gland dysfunction diagnosis and management

E Villani, L Marelli, A Dellavalle, M Serafino, P Nucci - The ocular surface, 2020 - Elsevier
Meibomian gland dysfunction (MGD) can be considered the leading cause of dry eye
disease (DED) and one of the most common ophthalmic disorders found in clinical practice …

Advances in artificial intelligence applications for ocular surface diseases diagnosis

Y Ji, S Liu, X Hong, Y Lu, X Wu, K Li, K Li… - Frontiers in Cell and …, 2022 - frontiersin.org
In recent years, with the rapid development of computer technology, continual optimization
of various learning algorithms and architectures, and establishment of numerous large …