Susan Ostmo

23 papers A* 2A 3C 1Misc 6Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2023 J jnl
A generalized framework to predict continuous scores from medical ordinal labels.
CoRR
Katharina Viktoria Hoebel, Andréanne Lemay, John Peter Campbell, Susan Ostmo, Michael F. Chiang, Christopher P. Bridge, Matthew D. Li, Praveer Singh, Aaron S. Coyner, Jayashree Kalpathy-Cramer
2023 J jnl
Panretinal Optical Coherence Tomography.
IEEE Trans. Medical Imaging
Shuibin Ni, Thanh-Tin P. Nguyen, Ringo Ng, Mani Woodward, Susan Ostmo, Yali Jia, Michael F. Chiang, David Huang, Alison H. Skalet, J. Peter Campbell, Yifan Jian
2022 Misc conf
A Minimally Supervised Approach for Medical Image Quality Assessment in Domain Shift Settings.
ICASSP
Huijuan Yang, Aaron S. Coyner, Feri Guretno, Ivan Ho Mien, Chuan Sheng Foo, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Pavitra Krishnaswamy
2022 J jnl
Spectral Ranking Regression.
ACM Trans. Knowl. Discov. Data
Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
2021 — conf
Automated ROP Diagnostic System based on Comparisons and U-Net Segmentation.
PETRA
Peng Tian, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
2021 A conf
Deep Spectral Ranking.
AISTATS
Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
2021 J jnl
Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations.
CoRR
Aaron S. Coyner, Praveer Singh, James M. Brown, Susan Ostmo, R. V. Paul Chan, Michael F. Chiang, Jayashree Kalpathy-Cramer, J. Peter Campbell
2021 — conf
Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity.
ISBI
Veysi Yildiz, Stratis Ioannidis, Ilkay Yildiz, Peng Tian, John Peter Campbell, Susan Ostmo, Jayashree Kalpathy-Cramer, Michael F. Chiang, Deniz Erdogmus, Jennifer G. Dy
2021 — conf
Structurally Guided Channel Attention Networks: SGCA-Net.
PETRA
Veysi Yildiz, Jennifer G. Dy, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Stratis Ioannidis, Deniz Erdogmus
2020 Misc conf
Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of Prematurity.
AMIA
Aaron S. Coyner, Jimmy Chen, John Peter Campbell, Susan Ostmo, Praveer Singh, Jayashree Kalpathy-Cramer, Michael F. Chiang
2020 A conf
Fast and Accurate Ranking Regression.
AISTATS
Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
2019 A* conf
A Severity Score for Retinopathy of Prematurity.
KDD
Peng Tian, Yuan Guo, Jayashree Kalpathy-Cramer, Susan Ostmo, John Peter Campbell, Michael F. Chiang, Jennifer G. Dy, Deniz Erdogmus, Stratis Ioannidis
2019 A conf
Accelerated Experimental Design for Pairwise Comparisons.
SDM
Yuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
2019 J jnl
Accelerated Experimental Design for Pairwise Comparisons.
CoRR
Yuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
2019 J jnl
Classification and comparison via neural networks.
Neural Networks
Ilkay Yildiz, Peng Tian, Jennifer G. Dy, Deniz Erdogmus, James M. Brown, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
2019 C conf
Variational Inference from Ranked Samples with Features.
ACML
Yuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
2018 Misc conf
Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity.
AMIA
Aaron S. Coyner, Ryan Swan, James M. Brown, Jayashree Kalpathy-Cramer, Sang-Jin Kim, John Peter Campbell, Karyn Jonas, Susan Ostmo, R. V. P. Chan, Michael F. Chiang
2018 A* conf
Experimental Design under the Bradley-Terry Model.
IJCAI
Yuan Guo, Peng Tian, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Deniz Erdogmus, Jennifer G. Dy, Stratis Ioannidis
2018 J jnl
High-resolution medical image synthesis using progressively grown generative adversarial networks.
CoRR
Andrew Beers, James M. Brown, Ken Chang, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Jayashree Kalpathy-Cramer
2017 Misc conf
Automated Image Quality Assessment for Fundus Images in Retinopathy of Prematurity.
AMIA
Aaron S. Coyner, Ryan Swan, Jayashree Kalpathy-Cramer, Sang-Jin Kim, John Peter Campbell, Karyn Jonas, Susan Ostmo, R. V. P. Chan, Michael F. Chiang
2016 — conf
Toward a severity index for ROP: An unsupervised approach.
EMBC
Peng Tian, Esra Ataer Cansizoglu, Jayashree Kalpathy-Cramer, Susan Ostmo, Karyn Jonas, R. V. P. Chan, J. Peter Campbell, Michael F. Chiang, Deniz Erdogmus
2015 Misc conf
Implementation and evaluation of a tele-education system for the diagnosis of ophthalmic disease by international trainees.
AMIA
John Peter Campbell, Ryan Swan, Karyn Jonas, Susan Ostmo, Camila Ventura, Maria-Ana Martinez-Castellanos, Rachelle G. Anzures, Michael F. Chiang, R. V. P. Chan
2014 Misc conf
Development and Evaluation of Reference Standards for Image-based Telemedicine Diagnosis and Clinical Research Studies in Ophthalmology.
AMIA
Michael C. Ryan, Susan Ostmo, Karyn Jonas, Audina Berrocal, Kimberly Drenser, Jason Horowitz, Thomas C. Lee, Charles Simmons, Maria-Ana Martinez-Castellanos, R. V. P. Chan, Michael F. Chiang