関連する実験動画

Updated: Sep 10, 2025

Full-Circle Cauterization of Limbal Vascular Plexus for Surgically Induced Glaucoma in Rodents
10:10

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グラウコマスクリーニングプログラムを節約する2つの機械学習モデル: 神経ネットワークに基づくアプローチ

Wolfgang Hitzl1,2, Markus Lenzhofer1,2, Melchior Hohensinn1,2

  • 1Department of Ophthalmology and Optometry, Paracelsus Medical University, University Hospital Salzburg, Muellner Hauptstrasse 48, 5020 Salzburg, Austria.

Journal of personalized medicine
|August 27, 2025
PubMed
まとめ

この研究では,グラウコマのスクリーニングを最大10年間安全にスキップできる患者を特定するためにニューラルネットワークモデルを開発しました. モデルは100%の症例を正確に予測し,通常のスクリーニングから43%の個人を除外しました.

キーワード:
グラウコマ機械学習神経ネットワーク予測するスクリーニング

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関連する概念動画

Glaucoma: Overview01:25

Glaucoma: Overview

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

Open Angle Glaucoma: Treatment

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

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...
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