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ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training



Xiaofeng Liu , Fangxu Xing , Nadya Shusharina , Ruth Lim , C-C Jay Kuo , Georges El Fakhri , Jonghye Woo

* MICCAI 2022 (early accept) 

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Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator



Xiaofeng Liu , Fangxu Xing , Jerry L. Prince , Jiachen Zhuo , Maureen Stone , Georges El Fakhri , Jonghye Woo

* MICCAI 2022 (early accept) 

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Structure-aware Unsupervised Tagged-to-Cine MRI Synthesis with Self Disentanglement



Xiaofeng Liu , Fangxu Xing , Jerry L. Prince , Maureen Stone , Georges El Fakhri , Jonghye Woo

* SPIE Medical Imaging: Image Processing (Oral presentation) 

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Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures



Xiaofeng Liu , Fangxu Xing , Thibault Marin , Georges El Fakhri , Jonghye Woo

* SPIE Medical Imaging 2022 (Oral) 

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Self-semantic contour adaptation for cross modality brain tumor segmentation



Xiaofeng Liu , Fangxu Xing , Georges El Fakhri , Jonghye Woo

* Accepted to ISBI 2022 

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Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate



Xiaofeng Liu , Zhenhua Guo , Site Li , Fangxu Xing , Jane You , C. -C. Jay Kuo , Georges El Fakhri , Jonghye Woo

* Accepted to ICCV 2021 

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Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference



Xiaofeng Liu , Bo Hu , Linghao Jin , Xu Han , Fangxu Xing , Jinsong Ouyang , Jun Lu , Georges EL Fakhri , Jonghye Woo

* 30th International Joint Conference on Artificial Intelligence (IJCAI) 2021 

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Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI



Xiaofeng Liu , Fangxu Xing , Hanna K. Gaggin , Weichung Wang , C. -C. Jay Kuo , Georges El Fakhri , Jonghye Woo

* 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021) 

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Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis



Xiaofeng Liu , Fangxu Xing , Maureen Stone , Jiachen Zhuo , Reese Timothy , Jerry L. Prince , Georges El Fakhri , Jonghye Woo

* MICCAI 2021 (early accept <13%) 

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