Oana M. Dumitrascu

28 papers A 1Journal 17Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SGW-GAN: Sliced Gromov-Wasserstein Guided GANs for Retinal Fundus Image Enhancement. CoRR Yujian Xiong, Xuanzhao Dong, Wenhui Zhu, Xin Li, Oana M. Dumitrascu, Yalin Wang
2025	J	`jnl`	A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images. CoRR Xin Li, Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Amal Youssef, Yalin Wang
2025	A	`conf`	Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement. WACV Vamsi Krishna Vasa, Peijie Qiu, Wenhui Zhu, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang
2025	—	`conf`	EViT-UNET: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices. ISBI Xin Li, Wenhui Zhu, Xuanzhao Dong, Oana M. Dumitrascu, Yalin Wang
2025	J	`jnl`	EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement. CoRR Wenhui Zhu, Xuanzhao Dong, Xin Li, Yujian Xiong, Xiwen Chen, Peijie Qiu, Vamsi Krishna Vasa, Zhangsihao Yang, Yi Su, Oana M. Dumitrascu, Yalin Wang
2025	J	`jnl`	RetinalGPT: A Retinal Clinical Preference Conversational Assistant Powered by Large Vision-Language Models. CoRR Wenhui Zhu, Xin Li, Xiwen Chen, Peijie Qiu, Vamsi Krishna Vasa, Xuanzhao Dong, Yanxi Chen, Natasha Leporé, Oana M. Dumitrascu, Yi Su, Yalin Wang
2025	—	`conf`	TPOT: Topology Preserving Optimal Transport in Retinal Fundus Image Enhancement. ISBI Xuanzhao Dong, Wenhui Zhu, Xin Li, Guoxin Sun, Yi Su, Oana M. Dumitrascu, Yalin Wang
2025	J	`jnl`	VAOT: Vessel-Aware Optimal Transport for Retinal Fundus Enhancement. CoRR Xuanzhao Dong, Wenhui Zhu, Yujian Xiong, Xiwen Chen, Hao Wang, Xin Li, Jiajun Cheng, Zhipeng Wang, Shao Tang, Oana M. Dumitrascu, Yalin Wang
2025	J	`jnl`	nnMobileNet++: Towards Efficient Hybrid Networks for Retinal Image Analysis. CoRR Xin Li, Wenhui Zhu, Xuanzhao Dong, Hao Wang, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang
2024	J	`jnl`	Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement. CoRR Vamsi Krishna Vasa, Peijie Qiu, Wenhui Zhu, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang
2024	—	`conf`	DME-MobileNet: Fine-Tuning nnMobileNet for Diabetic Macular Edema Classification. UWF4DR@MICCAI Xuanzhao Dong, Yalin Wang, Yanxi Chen, Xin Li, Hao Wang, Peijie Qiu, Xiwen Chen, Abolfazl Razi, Yujian Xiong, Oana M. Dumitrascu, Wenhui Zhu
2024	J	`jnl`	EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices. CoRR Xin Li, Wenhui Zhu, Xuanzhao Dong, Oana M. Dumitrascu, Yalin Wang
2024	J	`jnl`	Many-MobileNet: Multi-Model Augmentation for Robust Retinal Disease Classification. CoRR Hao Wang, Wenhui Zhu, Xuanzhao Dong, Yanxi Chen, Xin Li, Peijie Qiu, Xiwen Chen, Vamsi Krishna Vasa, Yujian Xiong, Oana M. Dumitrascu, Abolfazl Razi, Yalin Wang
2024	—	`conf`	Many-MobileNet: Multi-model Augmentation for Robust Retinal Disease Classification. UWF4DR@MICCAI Hao Wang, Wenhui Zhu, Xuanzhao Dong, Yanxi Chen, Xin Li, Peijie Qiu, Xiwen Chen, Vamsi Krishna Vasa, Yujian Xiong, Oana M. Dumitrascu, Abolfazl Razi, Yalin Wang
2024	—	`conf`	Multi-modal Predictive Model for MACE Risk Estimation in Patients with Migraine. ICHI Amara Tariq, Oana M. Dumitrascu, Man Luo, Gina Dumkrieger, Todd J. Schwedt, Catherine D. Chong, Imon Banerjee
2024	—	`conf`	RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection. BHI Hao Wang, Wenhui Zhu, Jiayou Qin, Xin Li, Oana M. Dumitrascu, Xiwen Chen, Peijie Qiu, Abolfazl Razi, Yalin Wang
2024	J	`jnl`	RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection. CoRR Hao Wang, Wenhui Zhu, Jiayou Qin, Xin Li, Oana M. Dumitrascu, Xiwen Chen, Peijie Qiu, Abolfazl Razi
2024	J	`jnl`	TPOT: Topology Preserving Optimal Transport in Retinal Fundus Image Enhancement. CoRR Xuanzhao Dong, Wenhui Zhu, Xin Li, Guoxin Sun, Yi Su, Oana M. Dumitrascu, Yalin Wang
2024	—	`conf`	nnMobileNet: Rethinking CNN for Retinopathy Research. CVPR Workshops Wenhui Zhu, Peijie Qiu, Xiwen Chen, Xin Li, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
2023	—	`conf`	Beyond MobileNet: An Improved MobileNet for Retinal Diseases. MMAC@MICCAI Wenhui Zhu, Peijie Qiu, Xiwen Chen, Huayu Li, Hao Wang, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
2023	J	`jnl`	Modeling and analysis of the addiction of social media through fractional calculus. Frontiers Appl. Math. Stat. Meshal Shutaywi, Ziad Ur Rehman, Zahir Shah, Narcisa Vrinceanu, Rashid Jan, Wejdan Deebani, Oana M. Dumitrascu
2023	J	`jnl`	NNMobile-Net: Rethinking CNN Design for Deep Learning-Based Retinopathy Research. CoRR Wenhui Zhu, Peijie Qiu, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
2023	—	`conf`	OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing. IPMI Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Jacob M. Sobczak, Mohammad Farazi, Zhangsihao Yang, Keshav Nandakumar, Yalin Wang
2023	J	`jnl`	OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing. CoRR Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Jacob M. Sobczak, Mohammad Farazi, Zhangsihao Yang, Keshav Nandakumar, Yalin Wang
2023	—	`conf`	Optimal Transport Guided Unsupervised Learning for Enhancing Low-Quality Retinal Images. ISBI Wenhui Zhu, Peijie Qiu, Mohammad Farazi, Keshav Nandakumar, Oana M. Dumitrascu, Yalin Wang
2023	J	`jnl`	Optimal Transport Guided Unsupervised Learning for Enhancing low-quality Retinal Images. CoRR Wenhui Zhu, Peijie Qiu, Mohammad Farazi, Keshav Nandakumar, Oana M. Dumitrascu, Yalin Wang
2023	J	`jnl`	PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers. CoRR Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Yalin Wang
2022	J	`jnl`	Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation. CoRR Wenhui Zhu, Peijie Qiu, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang