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The use of machine learningMachine learning (ML) in medicine is gaining momentum. In this chapter, we address the use of optical coherence tomography (OCTOptical Coherence Tomography (OCT)) to image the ocular fundusFundus of the human eye, and the ocular fundusFundus of wild-type and animal models of neurodegenerative disorders. The use of image texture analysisTexture analysis to describe the central nervous systemCentral nervous system status from OCTOptical Coherence Tomography (OCT) data and ML towards the use of the retinaRetina as a window into the brain in neurodegenerative disorders are discussed.

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Machine Learning Approaches in OCT: Application to Neurodegenerative Disorders

  • 章节

  • 发表日期：

    2025年

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  • Rui Bernardes,
  • Lília Jorge,
  • Ana Nunes,
  • Pedro Guimarães,
  • Miguel Castelo-Branco

摘要

The use of machine learningMachine learning (ML) in medicine is gaining momentum. In this chapter, we address the use of optical coherence tomography (OCTOptical Coherence Tomography (OCT)) to image the ocular fundusFundus of the human eye, and the ocular fundusFundus of wild-type and animal models of neurodegenerative disorders. The use of image texture analysisTexture analysis to describe the central nervous systemCentral nervous system status from OCTOptical Coherence Tomography (OCT) data and ML towards the use of the retinaRetina as a window into the brain in neurodegenerative disorders are discussed.