Felipe A. Medeiros

11 papers B 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2021 J jnl
Assessing glaucoma in retinal fundus photographs using Deep Feature Consistent Variational Autoencoders.
CoRR
Sayan Mandal, Alessandro A. Jammal, Felipe A. Medeiros
2020 J jnl
RetiNerveNet: Using Recursive Deep Learning to Estimate Pointwise 24-2 Visual Field Data based on Retinal Structure.
CoRR
Shounak Datta, Eduardo B. Mariottoni, David Dov, Alessandro A. Jammal, Lawrence Carin, Felipe A. Medeiros
2018 J jnl
Deep Learning to Assess Glaucoma Risk and Associated Features in Fundus Images.
CoRR
Sonia Phene, R. Carter Dunn, Naama Hammel, Yun Liu, Jonathan Krause, Naho Kitade, Mike Schaekermann, Rory Sayres, Derek J. Wu, Ashish Bora, Christopher Semturs, Anita Misra, Abigail E. Huang, Arielle Spitze, Felipe A. Medeiros, April Y. Maa, Monica Gandhi, Gregory S. Corrado, Lily Peng, Dale R. Webster
2018 J jnl
From Machine to Machine: An OCT-trained Deep Learning Algorithm for Objective Quantification of Glaucomatous Damage in Fundus Photographs.
CoRR
Felipe A. Medeiros, Alessandro A. Jammal, Atalie C. Thompson
2016 — conf
Augmenting VR/AR Applications with EEG/EOG Monitoring and Oculo-Vestibular Recoupling.
HCI (13)
John K. Zao, Tzyy-Ping Jung, Hung-Ming Chang, Tchin Tze Gan, Yu-Te Wang, Yuan-Pin Lin, Wen-Hao Liu, Guang-Yu Zheng, Chin-Kuo Lin, Chia-Hung Lin, Yu-Yi Chien, Fang-Cheng Lin, Yi-Pai Huang, Sergio Jose Rodriguez Mendez, Felipe A. Medeiros
2015 — conf
Automated segmentation of anterior lamina cribrosa surface: How the lamina cribrosa responds to intraocular pressure change in glaucoma eyes?
ISBI
Akram Belghith, Christopher Bowd, Felipe A. Medeiros, Robert N. Weinreb, Linda M. Zangwill
2015 J jnl
Detecting glaucomatous change in visual fields: Analysis with an optimization framework.
J. Biomed. Informatics
Siamak Yousefi, Michael H. Goldbaum, Ehsan Shahrian Varnousfaderani, Akram Belghith, Tzyy-Ping Jung, Felipe A. Medeiros, Linda M. Zangwill, Robert N. Weinreb, Jeffrey M. Liebmann, Christopher A. Girkin, Christopher Bowd
2015 J jnl
Learning from healthy and stable eyes: A new approach for detection of glaucomatous progression.
Artif. Intell. Medicine
Akram Belghith, Christopher Bowd, Felipe A. Medeiros, Madhusudhanan Balasubramanian, Robert N. Weinreb, Linda M. Zangwill
2014 J jnl
Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points.
IEEE Trans. Biomed. Eng.
Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Tzyy-Ping Jung, Robert N. Weinreb, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin, Christopher Bowd
2014 J jnl
Learning From Data: Recognizing Glaucomatous Defect Patterns and Detecting Progression From Visual Field Measurements.
IEEE Trans. Biomed. Eng.
Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin, Robert N. Weinreb, Christopher Bowd
2014 B conf
Recognizing patterns of visual field loss using unsupervised machine learning.
Image Processing
Siamak Yousefi, Michael H. Goldbaum, Linda M. Zangwill, Felipe A. Medeiros, Christopher Bowd