Deep Learning Enables Sex Classification from Retinal Images with Small Data Sets

August 8, 2023
Headshot of Parsa Delavari
Parsa Delavari
Headshot of Dr. Ipek Oruç
Dr. Ipek Oruç

Congratulations to Dr. Ipek Oruç and her PhD student, Parsa Delavari, on their new study, "Learning from small data: Classifying sex from retinal images via deep learning", published in PLOS One. This paper showcases the novel results for the performance of deep learning on small datasets to classify patient sex from fundus images. Importantly, this trait was previously thought not to be present or quantifiable in fundus images.  

Dr. Ipek Oruç and Parsa Delavari are members in Subcluster 2: Brain Imaging and Artificial Intelligence.

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Vision: Molecules, Behaviour, Society Research Excellence Cluster

Eye Care Centre (VGH) 2550 Willow Street
Vancouver, BC Canada V5Z 3N9
Website vision.ubc.ca

Research Excellence Clusters at UBC Vancouver is a joint initiative of the Provost and Vice-President, Academic, UBC Vancouver and the Vice-President, Research and Innovation. Funding support for the clusters is provided by Academic Excellence Funds – UBC Vancouver.

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