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Deep Active Learning
Image Annotation
Ophthalmology
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project

Summary

  • Introduces MedDeepCyleAL, a versatile deep learning and active learning integration for medical imaging annotation.
  • Configurable framework allows customization without coding knowledge, enhancing user accessibility.
  • Tested specifically in ophthalmology to aid in treatment protocols.

Why This Is Important

  • The ease of configuration and broad applicability may significantly enhance medical image processing.
  • Potentially marks a step forward in how medical imaging data is utilized and learned from, fostering better outcomes.
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