Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation. - Wenhui Zhu; Peijie Qiu; Natasha Leporé; Oana M. Dumitrascu; Yalin Wang 001 (CoRR, 2022)

OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing. - Wenhui Zhu; Peijie Qiu; Oana M. Dumitrascu; Jacob M. Sobczak; Mohammad Farazi; Zhangsihao Yang; Keshav Nandakumar; Yalin Wang 001 (IPMI, 2023)

Optimal Transport Guided Unsupervised Learning for Enhancing Low-Quality Retinal Images. - Wenhui Zhu; Peijie Qiu; Mohammad Farazi; Keshav Nandakumar; Oana M. Dumitrascu; Yalin Wang 001 (ISBI, 2023)

Beyond MobileNet: An Improved MobileNet for Retinal Diseases. - Wenhui Zhu; Peijie Qiu; Xiwen Chen; Huayu Li; Hao Wang 176; Natasha Leporé; Oana M. Dumitrascu; Yalin Wang 001 (MMAC@MICCAI, 2023)

NNMobile-Net: Rethinking CNN Design for Deep Learning-Based Retinopathy Research. - Wenhui Zhu; Peijie Qiu; Natasha Leporé; Oana M. Dumitrascu; Yalin Wang 001 (CoRR, 2023)

PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers. - Wenhui Zhu; Peijie Qiu; Oana M. Dumitrascu; Yalin Wang 001 (CoRR, 2023)

Modeling and analysis of the addiction of social media through fractional calculus. - Meshal Shutaywi; Ziad Ur Rehman; Zahir Shah; Narcisa Vrinceanu; Rashid Jan; Wejdan Deebani; Oana M. Dumitrascu (Frontiers Appl. Math. Stat., 2023)

RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection. - Hao Wang 176; Wenhui Zhu; Jiayou Qin; Xin Li 201; Oana M. Dumitrascu; Xiwen Chen; Peijie Qiu; Abolfazl Razi; Yalin Wang 001 (BHI, 2024)

nnMobileNet: Rethinking CNN for Retinopathy Research. - Wenhui Zhu; Peijie Qiu; Xiwen Chen; Xin Li 201; Natasha Leporé; Oana M. Dumitrascu; Yalin Wang 001 (CVPR Workshops, 2024)

Multi-modal Predictive Model for MACE Risk Estimation in Patients with Migraine. - Amara Tariq; Oana M. Dumitrascu; Man Luo; Gina Dumkrieger; Todd J. Schwedt; Catherine D. Chong; Imon Banerjee (ICHI, 2024)

DME-MobileNet: Fine-Tuning nnMobileNet for Diabetic Macular Edema Classification. - Xuanzhao Dong; Yalin Wang 001; Yanxi Chen 002; Xin Li 201; Hao Wang 176; Peijie Qiu; Xiwen Chen; Abolfazl Razi; Yujian Xiong; Oana M. Dumitrascu; Wenhui Zhu (UWF4DR@MICCAI, 2024)

Many-MobileNet: Multi-model Augmentation for Robust Retinal Disease Classification. - Hao Wang 176; Wenhui Zhu; Xuanzhao Dong; Yanxi Chen 002; Xin Li 201; Peijie Qiu; Xiwen Chen; Vamsi Krishna Vasa; Yujian Xiong; Oana M. Dumitrascu; Abolfazl Razi; Yalin Wang 001 (UWF4DR@MICCAI, 2024)

RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection. - Hao Wang 176; Wenhui Zhu; Jiayou Qin; Xin Li 201; Oana M. Dumitrascu; Xiwen Chen; Peijie Qiu; Abolfazl Razi (CoRR, 2024)

TPOT: Topology Preserving Optimal Transport in Retinal Fundus Image Enhancement. - Xuanzhao Dong; Wenhui Zhu; Xin Li 201; Guoxin Sun; Yi Su 004; Oana M. Dumitrascu; Yalin Wang 001 (ISBI, 2025)

EViT-UNET: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices. - Xin Li 201; Wenhui Zhu; Xuanzhao Dong; Oana M. Dumitrascu; Yalin Wang 001 (ISBI, 2025)

Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement. - Vamsi Krishna Vasa; Peijie Qiu; Wenhui Zhu; Yujian Xiong; Oana M. Dumitrascu; Yalin Wang 001 (WACV, 2025)

EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement. - Wenhui Zhu; Xuanzhao Dong; Xin Li 201; Yujian Xiong; Xiwen Chen; Peijie Qiu; Vamsi Krishna Vasa; Zhangsihao Yang; Yi Su 004; Oana M. Dumitrascu; Yalin Wang 001 (CoRR, 2025)

RetinalGPT: A Retinal Clinical Preference Conversational Assistant Powered by Large Vision-Language Models. - Wenhui Zhu; Xin Li 201; Xiwen Chen; Peijie Qiu; Vamsi Krishna Vasa; Xuanzhao Dong; Yanxi Chen 002; Natasha Leporé; Oana M. Dumitrascu; Yi Su 004; Yalin Wang 001 (CoRR, 2025)

A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images. - Xin Li 201; Wenhui Zhu; Peijie Qiu; Oana M. Dumitrascu; Amal Youssef; Yalin Wang 001 (CoRR, 2025)