Deep learning and artificial intelligence in ophthalmology

Artificial intelligence is the fourth industrial revolution in human history (AI). Recent years have seen a significant increase in interest in deep learning (DL), a family of cutting-edge machine learning techniques. The AI industry has undergone a complete transformation because to the groundbreaking DL AI machine learning technology. In ophthalmology, DL has shown clinically acceptable diagnostic performance in identifying a number of retinal diseases. Future research will be required to evaluate the cost-effectiveness and clinical deployment of various DL systems in clinical practice. The "black-box" component of DL must be explained using both current and emerging methods in order to boost clinical acceptance of DL systems.

  • Fundus Pictures
  • Laser Coherence
  • Imagery and Tomography
  • Eye Imaging
  • "Black-Box" AI algorithms
  • Telemedicine

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