John Peter Campbell

11 papers A* 1Misc 4Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
SSplain: Sparse and Smooth Explainer for Retinopathy of Prematurity Classification.
CoRR
Elifnur Sunger, Tales Imbiriba, John Peter Campbell, Deniz Erdogmus, Stratis Ioannidis, Jennifer G. Dy
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
2022 J jnl
Improving the repeatability of deep learning models with Monte Carlo dropout.
CoRR
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
2022 J jnl
Improving the repeatability of deep learning models with Monte Carlo dropout.
npj Digit. Medicine
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
2021 J jnl
Monte Carlo dropout increases model repeatability.
CoRR
Andréanne Lemay, Katharina Hoebel, Christopher P. Bridge, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer
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
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
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
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
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
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