Oana M. Dumitrascu

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 9

Top Topics

Vessel Detection

Multiple Instance

Top Venues

Publications

Wenhui Zhu, Peijie Qiu, Xiwen Chen, Huayu Li, Hao Wang, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
Beyond MobileNet: An Improved MobileNet for Retinal Diseases. MMAC@MICCAI (2023)
Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Jacob M. Sobczak, Mohammad Farazi, Zhangsihao Yang, Keshav Nandakumar, Yalin Wang
OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing. IPMI (2023)
Wenhui Zhu, Peijie Qiu, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
NNMobile-Net: Rethinking CNN Design for Deep Learning-Based Retinopathy Research. CoRR (2023)
Wenhui Zhu, Peijie Qiu, Mohammad Farazi, Keshav Nandakumar, Oana M. Dumitrascu, Yalin Wang
Optimal Transport Guided Unsupervised Learning for Enhancing Low-Quality Retinal Images. ISBI (2023)
Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Jacob M. Sobczak, Mohammad Farazi, Zhangsihao Yang, Keshav Nandakumar, Yalin Wang
OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing. CoRR (2023)
Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Yalin Wang
PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers. CoRR (2023)
Meshal Shutaywi, Ziad Ur Rehman, Zahir Shah, Narcisa Vrinceanu, Rashid Jan, Wejdan Deebani, Oana M. Dumitrascu
Modeling and analysis of the addiction of social media through fractional calculus. Frontiers Appl. Math. Stat. 9 (2023)
Wenhui Zhu, Peijie Qiu, Mohammad Farazi, Keshav Nandakumar, Oana M. Dumitrascu, Yalin Wang
Optimal Transport Guided Unsupervised Learning for Enhancing low-quality Retinal Images. CoRR (2023)
Wenhui Zhu, Peijie Qiu, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation. CoRR (2022)