ReddLab is a research group based at the Casey Eye Institute, Oregon Health & Science University (OHSU), Portland, OR. We focus on leveraging cutting-edge machine learning and AI to enhance ophthalmology and global eye health. Our work spans clinical research, AI-driven diagnostics, and improving access to corneal disease treatment and prevention worldwide.
Leverage technology to reduce corneal blindness.
Become world leaders in medical AI and responsibly implement machine learning systems to improve patient outcomes and reduce health inequity.
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Respect We never denigrate ideas, ensure appropriate academic credit, and help each other's career development. |
Diligence Focus on the details, we owe it to patients to create the best technology possible. |
Fun Our work is interesting, challenging, and could provide real-world benefit. Let's enjoy it. |
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Responsibly develop machine learning systems and novel imaging methods to determine the infectious etiology of corneal ulcers.
- ✅ Project: Automated KOH Smear Interpretation | 📄 Paper
- 📌 Using Dual Stream Multiple Instance Learning (DSMIL) to automate KOH smear analysis for corneal ulcers.
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Develop AI models for automatic detection of trachoma, ensuring responsible and ethical implementation.
- ✅ Project: Trachoma Detection from Smartphone Images | 📄 Paper
- 📌 Multi-regional deep learning for automated trachoma detection from smartphone images.
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Invent novel approaches to weak supervision for medical AI, improving the reliability of machine learning in healthcare.
- ✅ Project: Latent Supervision
- 📌 Developing and evaluating latent supervision techniques for robust medical image analysis.
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Create educational tools for clinicians managing corneal diseases, enhancing their ability to diagnose and treat patients effectively.
Assistant Professor, Casey Eye InstituteExpert in AI applications in ophthalmology, public health, and corneal disease research
 PostDoctoral Scholar Deep Learning for Corneal Imaging 
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 PostDoctoral Scholar Machine Learning, Image Processing, and Geometric Algebra
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 PostDoctoral Scholar AI in Ophthalmology
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