Implementation and evaluation of a tele-education system for the diagnosis of ophthalmic disease by international trainees. - 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 (AMIA, 2015)

Toward a severity index for ROP: An unsupervised approach. - Peng Tian; Esra Ataer Cansizoglu; Jayashree Kalpathy-Cramer; Susan Ostmo; Karyn Jonas; R. V. P. Chan; J. Peter Campbell; Michael F. Chiang; Deniz Erdogmus (EMBC, 2016)

Automated Image Quality Assessment for Fundus Images in Retinopathy of Prematurity. - 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 (AMIA, 2017)

Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity. - Aaron S. Coyner; Ryan Swan; James M. Brown 001; Jayashree Kalpathy-Cramer; Sang-Jin Kim; John Peter Campbell; Karyn Jonas; Susan Ostmo; R. V. P. Chan; Michael F. Chiang (AMIA, 2018)

Experimental Design under the Bradley-Terry Model. - Yuan Guo; Peng Tian; Jayashree Kalpathy-Cramer; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Deniz Erdogmus; Jennifer G. Dy; Stratis Ioannidis (IJCAI, 2018)

High-resolution medical image synthesis using progressively grown generative adversarial networks. - Andrew Beers; James M. Brown 001; Ken Chang; J. Peter Campbell; Susan Ostmo; Michael F. Chiang; Jayashree Kalpathy-Cramer (CoRR, 2018)

Deep feature transfer between localization and segmentation tasks. - Szu-Yeu Hu; Andrew Beers; Ken Chang; Kathi Höbel; J. Peter Campbell; Deniz Erdogmus; Stratis Ioannidis; Jennifer G. Dy; Michael F. Chiang; Jayashree Kalpathy-Cramer; James M. Brown 001 (CoRR, 2018)

Variational Inference from Ranked Samples with Features. - Yuan Guo; Jennifer G. Dy; Deniz Erdogmus; Jayashree Kalpathy-Cramer; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Stratis Ioannidis (ACML, 2019)

A Severity Score for Retinopathy of Prematurity. - Peng Tian; Yuan Guo; Jayashree Kalpathy-Cramer; Susan Ostmo; John Peter Campbell; Michael F. Chiang; Jennifer G. Dy; Deniz Erdogmus; Stratis Ioannidis (KDD, 2019)

Improved interpretability for computer-aided severity assessment of retinopathy of prematurity. - Mara Graziani; James M. Brown 001; Vincent Andrearczyk; Veysi Yildiz; J. Peter Campbell; Deniz Erdogmus; Stratis Ioannidis; Michael F. Chiang; Jayashree Kalpathy-Cramer; Henning Müller (Computer-Aided Diagnosis, 2019)

Towards Practical Unsupervised Anomaly Detection on Retinal Images. - Khalil Ouardini; Huijuan Yang; Balagopal Unnikrishnan; Manon Romain; Camille Garcin; Houssam Zenati; J. Peter Campbell; Michael F. Chiang; Jayashree Kalpathy-Cramer; Vijay Chandrasekhar 001; Pavitra Krishnaswamy; Chuan-Sheng Foo (DART/MIL3ID@MICCAI, 2019)

Accelerated Experimental Design for Pairwise Comparisons. - Yuan Guo; Jennifer G. Dy; Deniz Erdogmus; Jayashree Kalpathy-Cramer; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Stratis Ioannidis (SDM, 2019)

CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images. - Jin Chao; Ahmad Al Badawi; Balagopal Unnikrishnan; Jie Lin 001; Chan Fook Mun; James M. Brown 001; J. Peter Campbell; Michael F. Chiang; Jayashree Kalpathy-Cramer; Vijay Ramaseshan Chandrasekhar; Pavitra Krishnaswamy; Khin Mi Mi Aung (CoRR, 2019)

Classification and comparison via neural networks. - Ilkay Yildiz; Peng Tian; Jennifer G. Dy; Deniz Erdogmus; James M. Brown 001; Jayashree Kalpathy-Cramer; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Stratis Ioannidis (Neural Networks, 2019)

Fast and Accurate Ranking Regression. - Ilkay Yildiz; Jennifer G. Dy; Deniz Erdogmus; Jayashree Kalpathy-Cramer; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Stratis Ioannidis (AISTATS, 2020)

Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of Prematurity. - Aaron S. Coyner; Jimmy Chen; John Peter Campbell; Susan Ostmo; Praveer Singh; Jayashree Kalpathy-Cramer; Michael F. Chiang (AMIA, 2020)

Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. - Matthew D. Li; Ken Chang; Ben Bearce; Connie Y. Chang; Ambrose J. Huang; J. Peter Campbell; James M. Brown 001; Praveer Singh; Katharina Viktoria Hoebel; Deniz Erdogmus; Stratis Ioannidis; William E. Palmer; et al. (npj Digit. Medicine, 2020)

Deep Spectral Ranking. - Ilkay Yildiz; Jennifer G. Dy; Deniz Erdogmus; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Stratis Ioannidis (AISTATS, 2021)

Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity. - Veysi Yildiz; Stratis Ioannidis; Ilkay Yildiz; Peng Tian; John Peter Campbell; Susan Ostmo; Jayashree Kalpathy-Cramer; Michael F. Chiang; Deniz Erdogmus; Jennifer G. Dy (ISBI, 2021)

Automated ROP Diagnostic System based on Comparisons and U-Net Segmentation. - Peng Tian; Jennifer G. Dy; Deniz Erdogmus; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Stratis Ioannidis (PETRA, 2021)

Structurally Guided Channel Attention Networks: SGCA-Net. - Veysi Yildiz; Jennifer G. Dy; J. Peter Campbell; Susan Ostmo; Michael F. Chiang; Stratis Ioannidis; Deniz Erdogmus (PETRA, 2021)

Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations. - Aaron S. Coyner; Praveer Singh; James M. Brown 001; Susan Ostmo; R. V. Paul Chan; Michael F. Chiang; Jayashree Kalpathy-Cramer; J. Peter Campbell (CoRR, 2021)

Monte Carlo dropout increases model repeatability. - Andréanne Lemay; Katharina Hoebel; Christopher P. Bridge; Didem Egemen; Ana Cecilia Rodriguez; Mark Schiffman; John Peter Campbell; Jayashree Kalpathy-Cramer (CoRR, 2021)

A Minimally Supervised Approach for Medical Image Quality Assessment in Domain Shift Settings. - Huijuan Yang; Aaron S. Coyner; Feri Guretno; Ivan Ho Mien; Chuan Sheng Foo; J. Peter Campbell; Susan Ostmo; Michael F. Chiang; Pavitra Krishnaswamy (ICASSP, 2022)

Improving the repeatability of deep learning models with Monte Carlo dropout. - Andréanne Lemay; Katharina Hoebel; Christopher P. Bridge; Brian Befano; Silvia De Sanjosé; Didem Egemen; Ana Cecilia Rodriguez; Mark Schiffman; John Peter Campbell; Jayashree Kalpathy-Cramer (npj Digit. Medicine, 2022)

Spectral Ranking Regression. - Ilkay Yildiz; Jennifer G. Dy; Deniz Erdogmus; Susan Ostmo; J. Peter Campbell; Michael F. Chiang; Stratis Ioannidis (ACM Trans. Knowl. Discov. Data, 2022)

A generalized framework to predict continuous scores from medical ordinal labels. - 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 (CoRR, 2023)

Panretinal Optical Coherence Tomography. - 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 (IEEE Trans. Medical Imaging, 2023)

Cycle-GANs Generated Difference Maps to Interpret Race Prediction from Medical Images. - Lakshika Rathi; Giacomo Nebbia; Ken Chang; Sourav Kumar; Aarushi Gupta; Syed Rakin Ahmed; Jay B. Patel; Christopher Clark; Yoga Advaith Veturi; Aaron S. Coyner; Aakanksha Rana; Christopher P. Bridge; et al. (FAIMI/EPIMI@MICCAI, 2024)

Re-identification of patients from imaging features extracted by foundation models. - Giacomo Nebbia; Sourav Kumar; Stephen McNamara; Christopher P. Bridge; J. Peter Campbell; Michael F. Chiang; Naresh Mandava; Praveer Singh; Jayashree Kalpathy-Cramer (npj Digit. Medicine, 2025)