Retinal Imaging

NNMobile-Net: Rethinking CNN Design for Deep Learning-Based Retinopathy Research

Zhu W, Qiu P, Chen X, Li X, Lepore N, Dumitrascu OM, Wang Y

Data Curation and Augmentation in Enhancing Medical Imaging Applications Workshop (DCAMI), in conjunction with CVPR 2024, June, 2024

OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing

Zhu W*, Qiu P*, Dumitrascu O, Sobczak J, Farazi M, Yang Z, Nandakumar K, Wang Y

Information Processing In Medical Imaging (IPMI), Jun. 2023

Optimal Transport Guided Unsupervised Learning for Enhancing low-quality Retinal Images

Zhu W, Qiu P, Farazi M, Nandakumar K, Dumitrascu O, Wang Y

IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), Apr. 2023

 Automated Retinal Imaging Analysis for Alzheimers Disease Screening

Dumitrascu OM, Zhu W, Qiu P, Nandakumar K, Wang Y

Arizona Alzheimer’s Consortium Annual Scientific Meeting, 2022

Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation

Zhu W, Qiu P, Lepore N, Dumitrascu OM, Wang Y

18th International Symposium on Medical Information Processing and Analysis (SIPAIM). Campinas, Brazil. Nov., 2022.