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Related Concept Videos

Glaucoma: Overview01:25

Glaucoma: Overview

516
Glaucoma is an eye condition characterized by increased intraocular pressure that damages the retina and optic nerve, leading to irreversible blindness if left untreated. The human eye has various components, including the cornea, iris, pupil, lens, and optic nerve. Aqueous humor is secreted by the epithelium of the ciliary body in the posterior chamber and flows through the trabecular meshwork and canal of Schlemm, maintaining normal intraocular pressure. The trabecular meshwork and the canal...
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Open Angle Glaucoma: Treatment01:27

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In open-angle glaucoma, the iridocorneal angle remains open, but the trabecular meshwork becomes stiff, slowing down the outflow of aqueous humor. This causes a buildup of aqueous humor in the anterior chamber, leading to a sudden increase in intraocular pressure. The treatment for open-angle glaucoma focuses on reducing the elevated intraocular pressure by either decreasing the secretion of aqueous humor or increasing its outflow.
Drugs such as carbonic anhydrase inhibitors, α2- and...
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Angle Closure Glaucoma: Treatment01:28

Angle Closure Glaucoma: Treatment

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Angle-closure glaucoma, or closed-angle glaucoma, is an eye condition where the iris bulges out and blocks the iridocorneal angle, resulting in a buildup of aqueous humor and increased intraocular pressure. Immediate medical attention is necessary due to the sudden onset of symptoms. The treatment for angle-closure glaucoma includes short-term and long-term approaches. Short-term treatment involves using eye drops like pilocarpine to lower intraocular pressure by increasing aqueous humor...
441

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Artificial intelligence and big data integration in anterior segment imaging for glaucoma.

Sunee Chansangpetch1,2, Mantapond Ittarat3, Wisit Cheungpasitporn4

  • 1Department of Ophthalmology, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok.

Taiwan Journal of Ophthalmology
|October 21, 2024
PubMed
Summary

Artificial intelligence (AI) and big data are revolutionizing anterior segment (AS) imaging for glaucoma. These technologies enhance diagnosis, automate analysis, and personalize treatment for better patient outcomes.

Keywords:
Anterior segment imagingartificial intelligencebig datadata standardization systemglaucoma

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Area of Science:

  • Ophthalmology
  • Medical Imaging
  • Artificial Intelligence

Background:

  • Anterior segment (AS) imaging is crucial for glaucoma diagnosis and management.
  • Traditional methods face challenges in analyzing complex imaging data.

Purpose of the Study:

  • To explore the integration of AI and big data in AS imaging for glaucoma.
  • To review current AI advancements and big data applications in this field.

Main Methods:

  • Review of AS imaging techniques (OCT, ultrasound biomicroscopy, goniophotography).
  • Analysis of AI advancements (machine learning, deep learning) in image analysis.
  • Discussion of big data integration for enhanced decision-making.

Main Results:

  • AI and big data significantly enhance AS image analysis and automation in glaucoma care.
  • These technologies offer potential for personalized treatment strategies.
  • Current evidence supports the clinical application and performance of these tools.

Conclusions:

  • AI and big data integration in AS imaging represent a transformative approach to glaucoma.
  • Addressing data standardization challenges is key for future advancements.
  • Collaboration and technological progress can significantly improve glaucoma research and patient care.