Recent Advances in Artificial Intelligence and Nanotechnology-DrivenStrategies for Diagnosis and Therapy of Ocular Diseases

The eye is one of the primary structures of the body that allows perception of the entire world. A person's activities rely entirely on having good vision, and any diseases or problems encountered with vision create a troublesome condition in life. Ocular delivery can potentially treat numerous eye-related disease conditions. The diseases that affect the eyes include glaucoma, dry eye syndrome, cataracts, conjunctivitis, diabetic retinopathy, keratitis, uveitis, Endophthalmitis, allergies, and others. The conventional dosage forms (eye drops, ointment) pose numerous challenges in treating ocular infections owing to their complex nature and several barriers. Recent advances in artificial intelligence and machine learning provide a preliminary diagnosis in the early stages of disease identification and are also useful during retinal surgery. The poor ocular penetration, low bioavailability, short retention time, and frequent administration are the limitations of conventional treatments. These limitations are easily solved with nanotechnology-driven approaches. The current state-of-the-art review explores eye physiology, barriers (precorneal, corneal epithelium, lacrimal sac, blood-ocular, and efflux protein), limitations of the conventional and nanotechnology-based delivery (Lipid-based, polymer-based, metal and inorganic NPs, vesicle-based NPs, and miscellaneous). These nanocarriers facilitate good permeation, extended retention time, augment solubility, improve bioavailability, improve patient comfort and compliance, and minimize dosage application. The nanocarriers are equally effective in treating the anterior and posterior regions of the eyes, whereas conventional ones have failed to treat them effectively. The recently approved agents and patents are elaborated on ocular drug delivery. Advancements in stem cell and gene therapy are also gaining attention for treating inherited and acquired retinal diseases.

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Publication Details

Journal
Current Drug Delivery
Published
2025-10-21
DOI
https://doi.org/10.2174/0115672018383855251007175252
Primary Topic
Retinal and Optic Conditions
Type
article
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article

Recent Advances in Artificial Intelligence and Nanotechnology-DrivenStrategies for Diagnosis and Therapy of Ocular Diseases

Abhishek Kanugo, Nikeeta Teli
Current Drug Delivery
Retinal and Optic Conditions
article

Recent Advances in Artificial Intelligence and Nanotechnology-DrivenStrategies for Diagnosis and Therapy of Ocular Diseases

Abhishek Kanugo, Nikeeta Teli
article en

Abstract

The eye is one of the primary structures of the body that allows perception of the entire world. A person's activities rely entirely on having good vision, and any diseases or problems encountered with vision create a troublesome condition in life. Ocular delivery can potentially treat numerous eye-related disease conditions. The diseases that affect the eyes include glaucoma, dry eye syndrome, cataracts, conjunctivitis, diabetic retinopathy, keratitis, uveitis, Endophthalmitis, allergies, and others. The conventional dosage forms (eye drops, ointment) pose numerous challenges in treating ocular infections owing to their complex nature and several barriers. Recent advances in artificial intelligence and machine learning provide a preliminary diagnosis in the early stages of disease identification and are also useful during retinal surgery. The poor ocular penetration, low bioavailability, short retention time, and frequent administration are the limitations of conventional treatments. These limitations are easily solved with nanotechnology-driven approaches. The current state-of-the-art review explores eye physiology, barriers (precorneal, corneal epithelium, lacrimal sac, blood-ocular, and efflux protein), limitations of the conventional and nanotechnology-based delivery (Lipid-based, polymer-based, metal and inorganic NPs, vesicle-based NPs, and miscellaneous). These nanocarriers facilitate good permeation, extended retention time, augment solubility, improve bioavailability, improve patient comfort and compliance, and minimize dosage application. The nanocarriers are equally effective in treating the anterior and posterior regions of the eyes, whereas conventional ones have failed to treat them effectively. The recently approved agents and patents are elaborated on ocular drug delivery. Advancements in stem cell and gene therapy are also gaining attention for treating inherited and acquired retinal diseases.

Current Drug DeliveryVol. 22
Narsee Monjee Institute of Management Studies (IN)
Openalex Percentile: Top 56%
Retinal and Optic Conditions
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Recent Advances in Artificial Intelligence and Nanotechnology-DrivenStrategies for Diagnosis and Therapy of Ocular Diseases — Abhishek Kanugo, Nikeeta Teli · Current Drug Delivery (2025) | TGRS Research Map | TGRS