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Susan Ostmo
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2020 – today
- 2023
- [j3]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
:
Panretinal Optical Coherence Tomography. IEEE Trans. Medical Imaging 42(11): 3219-3228 (2023) - [i4]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:
A generalized framework to predict continuous scores from medical ordinal labels. CoRR abs/2305.19097 (2023) - 2022
- [j2]Ilkay Yildiz, Jennifer G. Dy
, Deniz Erdogmus
, Susan Ostmo
, J. Peter Campbell
, Michael F. Chiang
, Stratis Ioannidis
:
Spectral Ranking Regression. ACM Trans. Knowl. Discov. Data 16(6): 120:1-120:38 (2022) - [c16]Huijuan Yang
, Aaron S. Coyner, Feri Guretno
, Ivan Ho Mien, Chuan Sheng Foo, J. Peter Campbell, Susan Ostmo, Michael F. Chiang
, Pavitra Krishnaswamy:
A Minimally Supervised Approach for Medical Image Quality Assessment in Domain Shift Settings. ICASSP 2022: 1286-1290 - 2021
- [c15]Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Deep Spectral Ranking. AISTATS 2021: 361-369 - [c14]Veysi Yildiz, Stratis Ioannidis
, Ilkay Yildiz, Peng Tian, John Peter Campbell, Susan Ostmo, Jayashree Kalpathy-Cramer, Michael F. Chiang
, Deniz Erdogmus, Jennifer G. Dy:
Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity. ISBI 2021: 353-357 - [c13]Peng Tian, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang
, Stratis Ioannidis
:
Automated ROP Diagnostic System based on Comparisons and U-Net Segmentation. PETRA 2021: 33-36 - [c12]Veysi Yildiz, Jennifer G. Dy, J. Peter Campbell, Susan Ostmo, Michael F. Chiang
, Stratis Ioannidis
, Deniz Erdogmus:
Structurally Guided Channel Attention Networks: SGCA-Net. PETRA 2021: 93-96 - [i3]Aaron S. Coyner, Praveer Singh, James M. Brown, Susan Ostmo, R. V. Paul Chan, Michael F. Chiang, Jayashree Kalpathy-Cramer, J. Peter Campbell:
Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations. CoRR abs/2109.13845 (2021) - 2020
- [c11]Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Fast and Accurate Ranking Regression. AISTATS 2020: 77-88 - [c10]Aaron S. Coyner, Jimmy Chen, John Peter Campbell, Susan Ostmo, Praveer Singh, Jayashree Kalpathy-Cramer, Michael F. Chiang:
Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of Prematurity. AMIA 2020
2010 – 2019
- 2019
- [j1]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
:
Classification and comparison via neural networks. Neural Networks 118: 65-80 (2019) - [c9]Yuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Variational Inference from Ranked Samples with Features. ACML 2019: 599-614 - [c8]Peng Tian
, Yuan Guo, Jayashree Kalpathy-Cramer, Susan Ostmo, John Peter Campbell, Michael F. Chiang
, Jennifer G. Dy, Deniz Erdogmus, Stratis Ioannidis
:
A Severity Score for Retinopathy of Prematurity. KDD 2019: 1809-1819 - [c7]Yuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang
, Stratis Ioannidis
:
Accelerated Experimental Design for Pairwise Comparisons. SDM 2019: 432-440 - [i2]Yuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Accelerated Experimental Design for Pairwise Comparisons. CoRR abs/1901.06080 (2019) - 2018
- [c6]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:
Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity. AMIA 2018 - [c5]Yuan Guo, Peng Tian
, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang
, Deniz Erdogmus, Jennifer G. Dy, Stratis Ioannidis
:
Experimental Design under the Bradley-Terry Model. IJCAI 2018: 2198-2204 - [i1]Andrew Beers, James M. Brown, Ken Chang, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Jayashree Kalpathy-Cramer:
High-resolution medical image synthesis using progressively grown generative adversarial networks. CoRR abs/1805.03144 (2018) - 2017
- [c4]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:
Automated Image Quality Assessment for Fundus Images in Retinopathy of Prematurity. AMIA 2017 - 2016
- [c3]Peng Tian
, Esra Ataer Cansizoglu, Jayashree Kalpathy-Cramer, Susan Ostmo, Karyn Jonas, R. V. P. Chan, J. Peter Campbell, Michael F. Chiang
, Deniz Erdogmus:
Toward a severity index for ROP: An unsupervised approach. EMBC 2016: 1312-1315 - 2015
- [c2]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:
Implementation and evaluation of a tele-education system for the diagnosis of ophthalmic disease by international trainees. AMIA 2015 - 2014
- [c1]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:
Development and Evaluation of Reference Standards for Image-based Telemedicine Diagnosis and Clinical Research Studies in Ophthalmology. AMIA 2014
Coauthor Index
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