output
20182024
most citedDUNet: A deformable network for retinal vessel segmentation

885 citations

5 papers

quant-ph2024★ 8 cited

Tunable photon scattering by an atom dimer coupled to a band edge of a photonic crystal waveguide

Guo-Zhu Song, Lin-Xiong Wang, Jing-Xue Zhang +1

Quantum emitters trapped near photonic crystal waveguides have recently emerged as an exciting platform for realizing novel quantum matter-light interfaces. Here we study tunable p…

eess.IV2021★ 61 cited

Free-form tumor synthesis in computed tomography images via richer generative adversarial network

Qiangguo Jin, Hui Cui, Changming Sun +2

The insufficiency of annotated medical imaging scans for cancer makes it challenging to train and validate data-hungry deep learning models in precision oncology. We propose a new…

eess.IV2021★ 62 cited

Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images

Qiangguo Jin, Hui Cui, Changming Sun +3

The capability of generalization to unseen domains is crucial for deep learning models when considering real-world scenarios. However, current available medical image datasets, suc…

cs.CV2018★ 473 cited

RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans

Qiangguo Jin, Zhaopeng Meng, Changming Sun +2

Automatic extraction of liver and tumor from CT volumes is a challenging task due to their heterogeneous and diffusive shapes. Recently, 2D and 3D deep convolutional neural network…

cs.CV2018★ 885 cited

DUNet: A deformable network for retinal vessel segmentation

Qiangguo Jin, Zhaopeng Meng, Tuan D. Pham +3

Automatic segmentation of retinal vessels in fundus images plays an important role in the diagnosis of some diseases such as diabetes and hypertension. In this paper, we propose De…