David E. Freund

According to our database, David E. Freund authored at least 8 papers between 2008 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2018

Deep Learning based Retinal OCT Segmentation.

Michael J. Pekala, Neil Joshi, David E. Freund, Neil M. Bressler, Delia Cabrera DeBuc, Philippe M. Burlina

CoRR, 2018

2017

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. Medicine, 2017

A Hybrid Approach for Incorporating Deep Visual Features and Side Channel Information with Applications to AMD Detection.

Arnaldo Horta, Neil Joshi, Michael J. Pekala, Katia D. Pacheco, Jun Kong, Neil M. Bressler, David E. Freund, Philippe Burlina

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016

Detection of age-related macular degeneration via deep learning.

Philippe Burlina, David E. Freund, Neil Joshi, Y. Wolfson, Neil M. Bressler

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

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. Medicine, 2015

2011

Automatic screening of age-related macular degeneration and retinal abnormalities.

Philippe Burlina, David E. Freund, B. Dupas, Neil M. Bressler

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2009

Automated Detection of Drusen in the Macula.

David E. Freund, Neil M. Bressler, Philippe Burlina

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008

Characterization of spatial ordering of corneal stroma fibrils.

David E. Freund, Philippe Burlina, Amit Banerjee

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008