Search Results for author: Charles Wykoff

Found 2 papers, 1 papers with code

Clinically Labeled Contrastive Learning for OCT Biomarker Classification

no code implementations • 24 May 2023 • Kiran Kokilepersaud, Stephanie Trejo Corona, Mohit Prabhushankar, Ghassan AlRegib, Charles Wykoff

We exploit this relationship by using the clinical data as pseudo-labels for our data without biomarker labels in order to choose positive and negative instances for training a backbone network with a supervised contrastive loss.

Classification Contrastive Learning

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OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics

1 code implementation • 22 Sep 2022 • Mohit Prabhushankar, Kiran Kokilepersaud, Yash-yee Logan, Stephanie Trejo Corona, Ghassan AlRegib, Charles Wykoff

The dataset consists of 1268 near-IR fundus images each with at least 49 OCT scans, and 16 biomarkers, along with 4 clinical labels and a disease diagnosis of DR or DME.

Time Series Analysis

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