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Journal Articles
- 2019
[j3]Michael J. Pekala, Neil Joshi, T. Y. Alvin Liu, Neil M. Bressler, Delia Cabrera DeBuc
, Philippe Burlina:
Deep learning based retinal OCT segmentation. Comput. Biol. Medicine 114 (2019)- 2017
- [j2]Philippe Burlina, Katia D. Pacheco, Neil Joshi, David E. Freund, Neil M. Bressler:
Comparing humans and deep learning performance for grading AMD: A study in using universal deep features and transfer learning for automated AMD analysis. Comput. Biol. Medicine 82: 80-86 (2017) - 2015
- [j1]Albert K. Feeny, Mongkol Tadarati, David E. Freund, Neil M. Bressler, Philippe Burlina:
Automated segmentation of geographic atrophy of the retinal epithelium via random forests in AREDS color fundus images. Comput. Biol. Medicine 65: 124-136 (2015)
Conference and Workshop Papers
- 2018
- [c6]Philippe Burlina, Neil Joshi, Neil M. Bressler:
AI-based AMD Analysis: A Review of Recent Progress. ACCV Workshops 2018: 303-308 - [c5]Michael J. Pekala, Neil Joshi, T. Y. Alvin Liu, Neil M. Bressler, Delia Cabrera DeBuc, Philippe Burlina:
OCT Segmentation via Deep Learning: A Review of Recent Work. ACCV Workshops 2018: 316-322 - 2017
- [c4]Arnaldo Horta, Neil Joshi, Michael J. Pekala, Katia D. Pacheco, Jun Kong, Neil M. Bressler, David E. Freund, Philippe Burlina:
A Hybrid Approach for Incorporating Deep Visual Features and Side Channel Information with Applications to AMD Detection. ICMLA 2017: 716-720 - 2016
- [c3]Philippe Burlina, David E. Freund, Neil Joshi, Y. Wolfson, Neil M. Bressler:
Detection of age-related macular degeneration via deep learning. ISBI 2016: 184-188 - 2011
- [c2]Philippe Burlina, David E. Freund, B. Dupas, Neil M. Bressler:
Automatic screening of age-related macular degeneration and retinal abnormalities. EMBC 2011: 3962-3966 - 2009
- [c1]David E. Freund, Neil M. Bressler, Philippe Burlina:
Automated Detection of Drusen in the Macula. ISBI 2009: 61-64
Informal and Other Publications
- 2020
- [i2]Philippe Burlina, Neil Joshi, William Paul, Katia D. Pacheco, Neil M. Bressler:
Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics. CoRR abs/2004.13515 (2020) - 2018
- [i1]Michael J. Pekala, Neil Joshi, David E. Freund, Neil M. Bressler, Delia Cabrera DeBuc, Philippe M. Burlina:
Deep Learning based Retinal OCT Segmentation. CoRR abs/1801.09749 (2018)
Coauthor Index
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