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Project

OcularEnsemble: Retinal Disease Deep Learning Classifier


Cover image for OcularEnsemble: Retinal Disease Deep Learning Classifier Cover image for OcularEnsemble: Retinal Disease Deep Learning Classifier
Project cover

A dual-backbone deep learning pipeline combining ConvNeXt and RETFound foundation models with Power-Law oversampling and an out-of-distribution gatekeeper for robust ocular disease screening.

Date
Oct 2025
Period
Oct 2025 – Jun 2026
Reading
1 min · 12 words
  • Python
  • PyTorch
  • TensorFlow
  • Deep Learning
  • Computer Vision
  • Transfer Learning
  • Machine Learning

This research project and its accompanying publication are currently under peer review.

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  2. 2025-07 Project Harvard CS50 Coursework CollectionA structured collection of project implementations, problem set solutions, and final assignments completed across Harvard's CS50x and CS50 AI curricula.
  3. 2025-11-03 Certificate CS50 AI: Introduction to Artificial Intelligence with Python

Details

Date
Oct 2025
Period
Oct 2025 – Jun 2026
Reading
1 min · 12 words

Skills

  • Python
  • PyTorch
  • TensorFlow
  • Deep Learning
  • Computer Vision
  • Transfer Learning
  • Machine Learning
© 2026 Ahmet Öztürk23 entries2168 words80 skills