Publications by authors named "David E Freund"

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Use of Deep Learning for Detailed Severity Characterization and Estimation of 5-Year Risk Among Patients With Age-Related Macular Degeneration.
Philippe M Burlina, Neil Joshi, Katia D Pacheco, David E Freund, Jun Kong

JAMA Ophthalmol· December 2018

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Utility of Deep Learning Methods for Referability Classification of Age-Related Macular Degeneration.
Phillippe Burlina, Neil Joshi, Katia D Pacheco, David E Freund, Jun Kong

JAMA Ophthalmol· November 2018

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Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks.
Philippe M Burlina, Neil Joshi, Michael Pekala, Katia D Pacheco, David E Freund

JAMA Ophthalmol· November 2017

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Comparing humans and deep learning performance for grading AMD: A study in using universal deep features and transfer learning for automated AMD analysis.
Philippe Burlina, Katia D Pacheco, Neil Joshi, David E Freund, Neil M Bressler

Comput Biol Med· March 2017

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Automated segmentation of geographic atrophy of the retinal epithelium via random forests in AREDS color fundus images.
Albert K Feeny, Mongkol Tadarati, David E Freund, Neil M Bressler, Philippe Burlina

Comput Biol Med· October 2015

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Automated classification of severity of age-related macular degeneration from fundus photographs.
Srihari Kankanahalli, Philippe M Burlina, Yulia Wolfson, David E Freund, Neil M Bressler

Invest Ophthalmol Vis Sci· March 2013

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Structure and properties of collagen vitrigel membranes for ocular repair and regeneration applications.
Xiomara Calderón-Colón, Zhiyong Xia, Jennifer L Breidenich, Daniel G Mulreany, Qiongyu Guo, David E Freund

Biomaterials· November 2012

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Light-scattering and ultrastructure of healed penetrating corneal wounds.
Russell L McCally, David E Freund, Andrew Zorn, Jennifer Bonney-Ray, Rhonda Grebe

Invest Ophthalmol Vis Sci· January 2007

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