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The early detectionDetection and predictionPrediction of eye diseases play a crucial role in preventing permanent visual impairmentsVisual Impairment (VI) and vision loss. Given the significant impact of visual impairmentsVisual Impairment (VI) on people’s quality of life, there is a growing need to enhance the speed and accuracy of disease diagnosis and improve the performance of diagnostic tools. The use of machine learningMachine Learning (ML) models, deep learningDeep learning, and artificial intelligence (AIArtificial Intelligence (AI)) to expedite the predictionPrediction of the onset and progressionProgression of ocular diseases has sparked a significant revolution in the field of ophthalmologyOphthalmology. This chapter highlights the significance of predicting eye diseases and visual impairmentsVisual Impairment (VI). It explores the use of AIArtificial Intelligence (AI) in predicting major diseases of the eye such as diabetic retinopathyDiabetic retinopathy (DR), glaucomaGlaucoma, and age-related macular degeneration (AMD)Age-related Macular Degeneration (AMD), cataractCataract, myopiaMyopia, and keratoconusKeratoconus. In the next section, we will delve into the application of AIArtificial Intelligence (AI) for the analysis of eye images to predict systemic diseasesSystemic disease. Subsequently, we will investigate the potential of AIArtificial Intelligence (AI) in the realm of ophthalmologyOphthalmology.

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Artificial Intelligence and Prediction of Eye Diseases

  • 章节

  • 发表日期：

    2025年

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  • Tahereh NaseriBooriAbadi,
  • Mohammad Hassan Emamian,
  • Andrzej Grzybowski

摘要

The early detectionDetection and predictionPrediction of eye diseases play a crucial role in preventing permanent visual impairmentsVisual Impairment (VI) and vision loss. Given the significant impact of visual impairmentsVisual Impairment (VI) on people’s quality of life, there is a growing need to enhance the speed and accuracy of disease diagnosis and improve the performance of diagnostic tools. The use of machine learningMachine Learning (ML) models, deep learningDeep learning, and artificial intelligence (AIArtificial Intelligence (AI)) to expedite the predictionPrediction of the onset and progressionProgression of ocular diseases has sparked a significant revolution in the field of ophthalmologyOphthalmology. This chapter highlights the significance of predicting eye diseases and visual impairmentsVisual Impairment (VI). It explores the use of AIArtificial Intelligence (AI) in predicting major diseases of the eye such as diabetic retinopathyDiabetic retinopathy (DR), glaucomaGlaucoma, and age-related macular degeneration (AMD)Age-related Macular Degeneration (AMD), cataractCataract, myopiaMyopia, and keratoconusKeratoconus. In the next section, we will delve into the application of AIArtificial Intelligence (AI) for the analysis of eye images to predict systemic diseasesSystemic disease. Subsequently, we will investigate the potential of AIArtificial Intelligence (AI) in the realm of ophthalmologyOphthalmology.