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Katia D. Pacheco
Publication Activity (10 Years)
Years Active: 2017-2020
Publications (10 Years): 3
Top Topics
Visual Features
Transfer Learning
Restricted Boltzmann Machine
Outbreak Detection
Top Venues
CoRR
Comput. Biol. Medicine
ICMLA
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Publications
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Philippe Burlina
,
Neil Joshi
,
William Paul
,
Katia D. Pacheco
,
Neil M. Bressler
Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics.
CoRR
(2020)
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 (2017)
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)