-
jing jiao, hongshuang sun, yi huang, menghua xia, mengyun qiao, yunyun ren, yuanyuan wang*, yi guo*. gmrlnet: a graph-based manifold regularization learning framework for placental insufficiency diagnosis on incomplete multimodal ultrasound data. ieee transactions on medical imaging, 2023.
-
xiaokang li, menghua xia, jing jiao, shichong zhou, cai chang, yuanyuan wang∗, yi guo*. hal-ia: a hybrid active learning framework using interactive annotation for medical image segmentation, medical image analysis, 2023, 88:102862.
-
peng wang, yunqi yan, lijun qian, shiteng suo, jianrong xu, yi guo*, yuanyuan wang*. context-driven pyramid registration network for estimating large topology-preserved deformation, neurocomputing, 2023, 65-78.
-
menghua xia, hongbo yang, yi huang, yanan qu, yi guo*, guohui zhou, feng zhang, yuanyuan wang*. awcpm-net: a collaborative constraint gan for 3d coronary artery reconstruction in intravascular ultrasound sequences. ieee journal of biomedical and health informatics 2022,26(7):3047-3058 .
-
chengkang lii, yishen mao, yi guo*, ji li*, yuanyuan wang*. multi-dimensional cascaded net with uncertain probability reduction for abdominal multi-organ segmentation in ct sequences. computer methods and programs in biomedicine 2022,221(6):(article number)106887(1-14).
-
menghua xia, hongbo yang, yanan qu, yi guo*, guohui zhou, feng zhang, yuanyuan wang*. multilevel structure-preserved gan for domain adaptation in intravascular ultrasound analysis. medical image analysis 2022, 82:(article number)102614(1-14).
-
mengyun qiao, chencheng liu, zeju li, jin zhou, qin xiao, shichong zhou, cai chang, yajia gu, yi guo*, yuanyuan wang*. breast tumor classification based on mri-us images by disentangling modality features. ieee journal of biomedical and health informatics 2022,26(7):3059-3067.
-
ruoyun liu, shichong zhou, yi guo*, yuanyuan wang*, cai chang. u2f‑gan: weakly supervised super‑pixel segmentation in thyroid ultrasound images. cognitive computation, 2021, 10.1007/s12559-021-09909-7.
-
zixia zhou, yi guo*, yuanyuan wang*. ultrasound deep beamforming using a multiconstrained hybrid generative adversarial network. medical image analysis, 2021, 71 102086.
-
zixia zhou, yi guo*, yuanyuan wang*. handheld ultrasound video high-quality reconstruction using a low-rank representation multipathway generative adversarial network. ieee transactions on neural networks and learning systems 2021, 32(2):575-588.