Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels

por Hanif, Adam, Yıldız, İlkay, Tian, Peng, Kalkanlı, Beyza, Erdoğmuş, Deniz, Ioannidis, Stratis, Dy, Jennifer, Kalpathy-Cramer, Jayashree, Ostmo, Susan, Jonas, Karyn, Chan, R. V. Paul, Chiang, Michael F., Campbell, J. Peter
Publicado 2022

Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach

por Yildiz, Veysi M., Tian, Peng, Yildiz, Ilkay, Brown, James M., Kalpathy-Cramer, Jayashree, Dy, Jennifer, Ioannidis, Stratis, Erdogmus, Deniz, Ostmo, Susan, Kim, Sang Jin, Chan, R. V. Paul, Campbell, J. Peter, Chiang, Michael F.
Publicado 2020

Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging

por Li, Matthew D., Chang, Ken, Bearce, Ben, Chang, Connie Y., Huang, Ambrose J., Campbell, J. Peter, Brown, James M., Singh, Praveer, Hoebel, Katharina V., Erdoğmuş, Deniz, Ioannidis, Stratis, Palmer, William E., Chiang, Michael F., Kalpathy-Cramer, Jayashree
Publicado 2020