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eess.IV2022
Patient Aware Active Learning for Fine-Grained OCT Classification
Yash-yee Logan, Ryan Benkert, Ahmad Mustafa +2
This paper considers making active learning more sensible from a medical perspective. In practice, a disease manifests itself in different forms across patient cohorts. Existing fr…
eess.IV2022★ 2 cited
DECAL: DEployable Clinical Active Learning
Yash-yee Logan, Mohit Prabhushankar, Ghassan AlRegib
Conventional machine learning systems that operate on natural images assume the presence of attributes within the images that lead to some decision. However, decisions in medical d…